This document contains the analyses as described in “NSRI data analysis plan - VERSION 7 - 20120126.docx”.
The means within each scale are computed on the original items scores (1-7)
the item score are averaged, ignoring the Not Applicable’s
if all items scores are Not Applicable, a missing value (NA) is assigned
The Cronbach’s Alpha is also computed on the original items scores (1-7)
| mean_items | alpha | |
|---|---|---|
| SciNorms | 6.11 | 0.71 |
| PeerNorms | 4.23 | 0.84 |
| WorkPress | 4.51 | 0.79 |
| PublPress | 3.91 | 0.80 |
| FundPress | 4.71 | 0.76 |
| Competitive | 3.59 | 0.70 |
| DetectCol | 3.58 | 0.65 |
| DetectRev | 4.28 | 0.83 |
| Mentoring | 3.88 | 0.93 |
| OrgJust | 4.35 | 0.91 |
The Explanatory Variable Scale (EVS) are computed as
the 1st principal component of the corresponding items
the scores have mean 0 and standard deviation 1
items with a Not Applicable result in a missing value, which is
replaced by the mean z-score of the items that are not Not Applicable
is not replaced if all items are Not Applicable
| NAs | |
|---|---|
| SciNorms | 0.0 |
| PeerNorms | 0.0 |
| WorkPress | 0.0 |
| PublPress | 0.0 |
| FundPress | 27.6 |
| Competitive | 0.0 |
| DetectCol | 59.7 |
| DetectRev | 108.7 |
| Mentoring | 0.0 |
| OrgJust | 0.0 |
| SciNorms | PeerNorms | WorkPress | PubPress | FundPress | Competitive | DetectCol | DetectRev | Mentoring | OrgJust | |
|---|---|---|---|---|---|---|---|---|---|---|
| SciNorms | 1 | |||||||||
| PeerNorms | 0.11 | 1 | ||||||||
| WorkPress | 0.11 | -0.21 | 1 | |||||||
| PubPress | 0.09 | -0.29 | 0.39 | 1 | ||||||
| FundPress | 0.09 | -0.16 | 0.31 | 0.38 | 1 | |||||
| Competitive | 0.06 | -0.41 | 0.28 | 0.44 | 0.27 | 1 | ||||
| DetectCol | 0.04 | 0.11 | -0.03 | -0.03 | -0.01 | -0.04 | 1 | |||
| DetectRev | 0.07 | 0.06 | 0.01 | 0.01 | 0.06 | -0.02 | 0.46 | 1 | ||
| Mentoring | -0.04 | 0.23 | -0.16 | -0.16 | -0.04 | -0.29 | 0.11 | 0.06 | 1 | |
| OrgJust | 0.02 | 0.43 | -0.33 | -0.39 | -0.31 | -0.43 | 0.08 | 0.04 | 0.35 | 1 |
The Not Applicable’s are recoded to 1 (Never) for in the subsequent analyses
## By Support
| scale | Field | mean | sd |
|---|---|---|---|
| QAttention | Soc & Beh | 2.28 | 1.55 |
| QAttention | Arts & Hum | 2.11 | 1.62 |
| QAttention | Eng & Nat | 2.25 | 1.52 |
| QAttention | Bio & Life | 2.45 | 1.61 |
| QCiteSource | Soc & Beh | 1.26 | 0.58 |
| QCiteSource | Arts & Hum | 1.27 | 0.68 |
| QCiteSource | Eng & Nat | 1.23 | 0.61 |
| QCiteSource | Bio & Life | 1.30 | 0.64 |
| QConcealDetails | Soc & Beh | 1.55 | 0.99 |
| QConcealDetails | Arts & Hum | 1.43 | 0.97 |
| QConcealDetails | Eng & Nat | 1.55 | 0.94 |
| QConcealDetails | Bio & Life | 1.57 | 0.99 |
| QConcealFlaws | Soc & Beh | 2.37 | 1.80 |
| QConcealFlaws | Arts & Hum | 2.00 | 1.54 |
| QConcealFlaws | Eng & Nat | 2.32 | 1.67 |
| QConcealFlaws | Bio & Life | 2.46 | 1.78 |
| QNoReSubmit | Soc & Beh | 1.80 | 1.53 |
| QNoReSubmit | Arts & Hum | 1.38 | 1.20 |
| QNoReSubmit | Eng & Nat | 1.96 | 1.76 |
| QNoReSubmit | Bio & Life | 1.93 | 1.54 |
| QResDesign | Soc & Beh | 1.72 | 1.15 |
| QResDesign | Arts & Hum | 1.41 | 0.88 |
| QResDesign | Eng & Nat | 1.59 | 1.06 |
| QResDesign | Bio & Life | 1.74 | 1.12 |
| QResNotes | Soc & Beh | 2.46 | 1.50 |
| QResNotes | Arts & Hum | 2.05 | 1.51 |
| QResNotes | Eng & Nat | 2.41 | 1.54 |
| QResNotes | Bio & Life | 2.49 | 1.46 |
| QSelectCites | Soc & Beh | 2.31 | 1.48 |
| QSelectCites | Arts & Hum | 2.22 | 1.66 |
| QSelectCites | Eng & Nat | 2.26 | 1.64 |
| QSelectCites | Bio & Life | 2.57 | 1.62 |
| QSupervision | Soc & Beh | 2.08 | 1.53 |
| QSupervision | Arts & Hum | 1.96 | 1.49 |
| QSupervision | Eng & Nat | 2.31 | 1.58 |
| QSupervision | Bio & Life | 2.38 | 1.61 |
| QUnfairRev | Soc & Beh | 1.14 | 0.55 |
| QUnfairRev | Arts & Hum | 1.12 | 0.41 |
| QUnfairRev | Eng & Nat | 1.15 | 0.58 |
| QUnfairRev | Bio & Life | 1.14 | 0.51 |
| QUnsubstClaims | Soc & Beh | 1.87 | 1.07 |
| QUnsubstClaims | Arts & Hum | 1.77 | 1.13 |
| QUnsubstClaims | Eng & Nat | 1.81 | 1.09 |
| QUnsubstClaims | Bio & Life | 1.87 | 1.03 |
| scale | Rank | mean | sd |
|---|---|---|---|
| QAttention | PhD | 2.42 | 1.59 |
| QAttention | Postdoc | 2.34 | 1.57 |
| QAttention | Prof | 2.23 | 1.57 |
| QCiteSource | PhD | 1.33 | 0.73 |
| QCiteSource | Postdoc | 1.26 | 0.60 |
| QCiteSource | Prof | 1.23 | 0.54 |
| QConcealDetails | PhD | 1.53 | 0.96 |
| QConcealDetails | Postdoc | 1.57 | 0.99 |
| QConcealDetails | Prof | 1.52 | 0.99 |
| QConcealFlaws | PhD | 2.42 | 1.81 |
| QConcealFlaws | Postdoc | 2.43 | 1.74 |
| QConcealFlaws | Prof | 2.20 | 1.68 |
| QNoReSubmit | PhD | 1.65 | 1.44 |
| QNoReSubmit | Postdoc | 1.95 | 1.63 |
| QNoReSubmit | Prof | 1.90 | 1.57 |
| QResDesign | PhD | 1.86 | 1.19 |
| QResDesign | Postdoc | 1.65 | 1.07 |
| QResDesign | Prof | 1.52 | 1.02 |
| QResNotes | PhD | 2.51 | 1.51 |
| QResNotes | Postdoc | 2.46 | 1.50 |
| QResNotes | Prof | 2.29 | 1.48 |
| QSelectCites | PhD | 2.54 | 1.73 |
| QSelectCites | Postdoc | 2.43 | 1.59 |
| QSelectCites | Prof | 2.20 | 1.46 |
| QSupervision | PhD | 1.81 | 1.40 |
| QSupervision | Postdoc | 2.28 | 1.59 |
| QSupervision | Prof | 2.58 | 1.63 |
| QUnfairRev | PhD | 1.11 | 0.51 |
| QUnfairRev | Postdoc | 1.14 | 0.49 |
| QUnfairRev | Prof | 1.18 | 0.60 |
| QUnsubstClaims | PhD | 1.97 | 1.15 |
| QUnsubstClaims | Postdoc | 1.85 | 1.04 |
| QUnsubstClaims | Prof | 1.72 | 0.98 |
| scale | Gender | mean | sd |
|---|---|---|---|
| QAttention | Undisclosed | 2.26 | 1.74 |
| QAttention | Female | 2.37 | 1.56 |
| QAttention | Male | 2.30 | 1.59 |
| QCiteSource | Undisclosed | 1.17 | 0.42 |
| QCiteSource | Female | 1.32 | 0.67 |
| QCiteSource | Male | 1.24 | 0.58 |
| QConcealDetails | Undisclosed | 1.41 | 0.71 |
| QConcealDetails | Female | 1.54 | 1.00 |
| QConcealDetails | Male | 1.55 | 0.97 |
| QConcealFlaws | Undisclosed | 2.14 | 1.49 |
| QConcealFlaws | Female | 2.34 | 1.76 |
| QConcealFlaws | Male | 2.38 | 1.74 |
| QNoReSubmit | Undisclosed | 2.08 | 1.76 |
| QNoReSubmit | Female | 1.73 | 1.44 |
| QNoReSubmit | Male | 1.94 | 1.65 |
| QResDesign | Undisclosed | 1.42 | 0.65 |
| QResDesign | Female | 1.73 | 1.12 |
| QResDesign | Male | 1.64 | 1.09 |
| QResNotes | Undisclosed | 2.34 | 1.50 |
| QResNotes | Female | 2.39 | 1.44 |
| QResNotes | Male | 2.45 | 1.54 |
| QSelectCites | Undisclosed | 2.29 | 1.58 |
| QSelectCites | Female | 2.44 | 1.61 |
| QSelectCites | Male | 2.36 | 1.59 |
| QSupervision | Undisclosed | 2.49 | 1.77 |
| QSupervision | Female | 2.09 | 1.52 |
| QSupervision | Male | 2.35 | 1.61 |
| QUnfairRev | Undisclosed | 1.09 | 0.32 |
| QUnfairRev | Female | 1.12 | 0.50 |
| QUnfairRev | Male | 1.16 | 0.56 |
| QUnsubstClaims | Undisclosed | 1.71 | 0.99 |
| QUnsubstClaims | Female | 1.85 | 1.05 |
| QUnsubstClaims | Male | 1.85 | 1.07 |
| scale | Research | mean | sd |
|---|---|---|---|
| QAttention | Yes | 2.37 | 1.58 |
| QAttention | No | 1.97 | 1.49 |
| QCiteSource | Yes | 1.27 | 0.62 |
| QCiteSource | No | 1.28 | 0.65 |
| QConcealDetails | Yes | 1.56 | 0.99 |
| QConcealDetails | No | 1.44 | 0.87 |
| QConcealFlaws | Yes | 2.40 | 1.76 |
| QConcealFlaws | No | 2.03 | 1.54 |
| QNoReSubmit | Yes | 1.88 | 1.57 |
| QNoReSubmit | No | 1.60 | 1.49 |
| QResDesign | Yes | 1.71 | 1.12 |
| QResDesign | No | 1.38 | 0.88 |
| QResNotes | Yes | 2.48 | 1.49 |
| QResNotes | No | 1.96 | 1.47 |
| QSelectCites | Yes | 2.42 | 1.59 |
| QSelectCites | No | 2.20 | 1.65 |
| QSupervision | Yes | 2.25 | 1.57 |
| QSupervision | No | 2.07 | 1.60 |
| QUnfairRev | Yes | 1.14 | 0.53 |
| QUnfairRev | No | 1.17 | 0.55 |
| QUnsubstClaims | Yes | 1.86 | 1.05 |
| QUnsubstClaims | No | 1.75 | 1.13 |
| scale | Support | mean | sd |
|---|---|---|---|
| QAttention | Yes | 2.33 | 1.56 |
| QAttention | No | 2.33 | 1.60 |
| QCiteSource | Yes | 1.28 | 0.62 |
| QCiteSource | No | 1.26 | 0.63 |
| QConcealDetails | Yes | 1.52 | 0.96 |
| QConcealDetails | No | 1.57 | 1.00 |
| QConcealFlaws | Yes | 2.38 | 1.76 |
| QConcealFlaws | No | 2.34 | 1.74 |
| QNoReSubmit | Yes | 1.79 | 1.53 |
| QNoReSubmit | No | 1.90 | 1.60 |
| QResDesign | Yes | 1.70 | 1.11 |
| QResDesign | No | 1.65 | 1.09 |
| QResNotes | Yes | 2.43 | 1.47 |
| QResNotes | No | 2.42 | 1.52 |
| QSelectCites | Yes | 2.42 | 1.58 |
| QSelectCites | No | 2.37 | 1.61 |
| QSupervision | Yes | 2.17 | 1.57 |
| QSupervision | No | 2.29 | 1.58 |
| QUnfairRev | Yes | 1.14 | 0.52 |
| QUnfairRev | No | 1.14 | 0.54 |
| QUnsubstClaims | Yes | 1.85 | 1.05 |
| QUnsubstClaims | No | 1.84 | 1.07 |
| scale | Field | mean | sd |
|---|---|---|---|
| RAuthorship | Soc & Beh | 5.50 | 1.85 |
| RAuthorship | Arts & Hum | 5.11 | 2.39 |
| RAuthorship | Eng & Nat | 5.71 | 1.70 |
| RAuthorship | Bio & Life | 5.19 | 1.74 |
| RCiteSource | Soc & Beh | 6.55 | 1.05 |
| RCiteSource | Arts & Hum | 6.61 | 1.12 |
| RCiteSource | Eng & Nat | 6.52 | 1.16 |
| RCiteSource | Bio & Life | 6.32 | 1.34 |
| RCorrectPub | Soc & Beh | 3.19 | 2.73 |
| RCorrectPub | Arts & Hum | 3.40 | 2.76 |
| RCorrectPub | Eng & Nat | 3.93 | 2.78 |
| RCorrectPub | Bio & Life | 3.61 | 2.82 |
| RDataManage | Soc & Beh | 5.54 | 1.95 |
| RDataManage | Arts & Hum | 4.02 | 2.61 |
| RDataManage | Eng & Nat | 5.14 | 2.08 |
| RDataManage | Bio & Life | 5.88 | 1.58 |
| RDisclFunds | Soc & Beh | 5.79 | 2.22 |
| RDisclFunds | Arts & Hum | 4.77 | 2.71 |
| RDisclFunds | Eng & Nat | 5.92 | 2.08 |
| RDisclFunds | Bio & Life | 6.32 | 1.70 |
| RErrorCheck | Soc & Beh | 5.92 | 1.45 |
| RErrorCheck | Arts & Hum | 5.89 | 1.67 |
| RErrorCheck | Eng & Nat | 6.00 | 1.41 |
| RErrorCheck | Bio & Life | 5.98 | 1.40 |
| RKeepRecord | Soc & Beh | 4.22 | 1.86 |
| RKeepRecord | Arts & Hum | 3.68 | 2.26 |
| RKeepRecord | Eng & Nat | 4.04 | 1.99 |
| RKeepRecord | Bio & Life | 4.34 | 1.83 |
| ROpenAccess | Soc & Beh | 4.65 | 2.03 |
| ROpenAccess | Arts & Hum | 4.34 | 2.01 |
| ROpenAccess | Eng & Nat | 4.95 | 1.94 |
| ROpenAccess | Bio & Life | 4.83 | 1.88 |
| ROpenCode | Soc & Beh | 2.97 | 2.21 |
| ROpenCode | Arts & Hum | 2.05 | 1.96 |
| ROpenCode | Eng & Nat | 3.70 | 2.22 |
| ROpenCode | Bio & Life | 3.42 | 2.19 |
| ROpenData | Soc & Beh | 4.59 | 2.10 |
| ROpenData | Arts & Hum | 4.48 | 2.46 |
| ROpenData | Eng & Nat | 4.85 | 2.05 |
| ROpenData | Bio & Life | 4.84 | 1.88 |
| RPreReg | Soc & Beh | 2.66 | 2.15 |
| RPreReg | Arts & Hum | 1.73 | 1.68 |
| RPreReg | Eng & Nat | 2.06 | 1.85 |
| RPreReg | Bio & Life | 3.20 | 2.40 |
| scale | Rank | mean | sd |
|---|---|---|---|
| RAuthorship | PhD | 4.75 | 2.20 |
| RAuthorship | Postdoc | 5.41 | 1.72 |
| RAuthorship | Prof | 5.97 | 1.39 |
| RCiteSource | PhD | 6.09 | 1.71 |
| RCiteSource | Postdoc | 6.58 | 0.94 |
| RCiteSource | Prof | 6.65 | 0.80 |
| RCorrectPub | PhD | 3.23 | 2.73 |
| RCorrectPub | Postdoc | 3.58 | 2.78 |
| RCorrectPub | Prof | 3.79 | 2.84 |
| RDataManage | PhD | 5.49 | 1.96 |
| RDataManage | Postdoc | 5.55 | 1.92 |
| RDataManage | Prof | 5.27 | 2.10 |
| RDisclFunds | PhD | 5.20 | 2.59 |
| RDisclFunds | Postdoc | 6.24 | 1.77 |
| RDisclFunds | Prof | 6.25 | 1.75 |
| RErrorCheck | PhD | 5.62 | 1.85 |
| RErrorCheck | Postdoc | 6.08 | 1.23 |
| RErrorCheck | Prof | 6.12 | 1.16 |
| RKeepRecord | PhD | 4.39 | 1.87 |
| RKeepRecord | Postdoc | 4.26 | 1.87 |
| RKeepRecord | Prof | 3.88 | 2.02 |
| ROpenAccess | PhD | 4.10 | 2.55 |
| ROpenAccess | Postdoc | 4.99 | 1.68 |
| ROpenAccess | Prof | 5.11 | 1.40 |
| ROpenCode | PhD | 2.72 | 2.22 |
| ROpenCode | Postdoc | 3.35 | 2.21 |
| ROpenCode | Prof | 3.55 | 2.18 |
| ROpenData | PhD | 4.35 | 2.29 |
| ROpenData | Postdoc | 4.83 | 1.94 |
| ROpenData | Prof | 4.98 | 1.87 |
| RPreReg | PhD | 2.60 | 2.26 |
| RPreReg | Postdoc | 2.60 | 2.16 |
| RPreReg | Prof | 2.81 | 2.25 |
| scale | Gender | mean | sd |
|---|---|---|---|
| RAuthorship | Undisclosed | 5.37 | 1.90 |
| RAuthorship | Female | 5.11 | 1.93 |
| RAuthorship | Male | 5.61 | 1.75 |
| RCiteSource | Undisclosed | 6.63 | 1.03 |
| RCiteSource | Female | 6.35 | 1.38 |
| RCiteSource | Male | 6.54 | 1.05 |
| RCorrectPub | Undisclosed | 4.19 | 2.85 |
| RCorrectPub | Female | 3.34 | 2.77 |
| RCorrectPub | Male | 3.69 | 2.80 |
| RDataManage | Undisclosed | 5.01 | 2.44 |
| RDataManage | Female | 5.58 | 1.90 |
| RDataManage | Male | 5.35 | 2.04 |
| RDisclFunds | Undisclosed | 5.97 | 2.12 |
| RDisclFunds | Female | 5.87 | 2.16 |
| RDisclFunds | Male | 5.99 | 2.04 |
| RErrorCheck | Undisclosed | 5.97 | 1.40 |
| RErrorCheck | Female | 5.91 | 1.53 |
| RErrorCheck | Male | 6.00 | 1.36 |
| RKeepRecord | Undisclosed | 4.31 | 2.04 |
| RKeepRecord | Female | 4.39 | 1.85 |
| RKeepRecord | Male | 4.01 | 1.97 |
| ROpenAccess | Undisclosed | 4.86 | 1.86 |
| ROpenAccess | Female | 4.64 | 2.08 |
| ROpenAccess | Male | 4.86 | 1.85 |
| ROpenCode | Undisclosed | 3.41 | 2.48 |
| ROpenCode | Female | 2.89 | 2.14 |
| ROpenCode | Male | 3.49 | 2.26 |
| ROpenData | Undisclosed | 4.62 | 2.32 |
| ROpenData | Female | 4.61 | 2.06 |
| ROpenData | Male | 4.84 | 2.02 |
| RPreReg | Undisclosed | 2.25 | 2.08 |
| RPreReg | Female | 2.81 | 2.27 |
| RPreReg | Male | 2.55 | 2.17 |
| scale | Research | mean | sd |
|---|---|---|---|
| RAuthorship | Yes | 5.42 | 1.77 |
| RAuthorship | No | 5.06 | 2.38 |
| RCiteSource | Yes | 6.47 | 1.18 |
| RCiteSource | No | 6.37 | 1.44 |
| RCorrectPub | Yes | 3.53 | 2.80 |
| RCorrectPub | No | 3.62 | 2.77 |
| RDataManage | Yes | 5.69 | 1.76 |
| RDataManage | No | 3.41 | 2.58 |
| RDisclFunds | Yes | 6.08 | 1.96 |
| RDisclFunds | No | 4.77 | 2.73 |
| RErrorCheck | Yes | 5.99 | 1.38 |
| RErrorCheck | No | 5.69 | 1.89 |
| RKeepRecord | Yes | 4.26 | 1.87 |
| RKeepRecord | No | 3.49 | 2.22 |
| ROpenAccess | Yes | 4.82 | 1.92 |
| ROpenAccess | No | 4.23 | 2.16 |
| ROpenCode | Yes | 3.30 | 2.21 |
| ROpenCode | No | 2.61 | 2.26 |
| ROpenData | Yes | 4.80 | 1.98 |
| ROpenData | No | 4.23 | 2.51 |
| RPreReg | Yes | 2.78 | 2.26 |
| RPreReg | No | 1.68 | 1.60 |
| scale | Support | mean | sd |
|---|---|---|---|
| RAuthorship | Yes | 5.22 | 1.91 |
| RAuthorship | No | 5.53 | 1.78 |
| RCiteSource | Yes | 6.38 | 1.34 |
| RCiteSource | No | 6.53 | 1.07 |
| RCorrectPub | Yes | 3.44 | 2.79 |
| RCorrectPub | No | 3.63 | 2.79 |
| RDataManage | Yes | 5.49 | 1.97 |
| RDataManage | No | 5.41 | 2.01 |
| RDisclFunds | Yes | 5.86 | 2.18 |
| RDisclFunds | No | 6.01 | 2.01 |
| RErrorCheck | Yes | 5.88 | 1.53 |
| RErrorCheck | No | 6.03 | 1.35 |
| RKeepRecord | Yes | 4.21 | 1.88 |
| RKeepRecord | No | 4.15 | 1.97 |
| ROpenAccess | Yes | 4.58 | 2.06 |
| ROpenAccess | No | 4.93 | 1.84 |
| ROpenCode | Yes | 3.04 | 2.20 |
| ROpenCode | No | 3.39 | 2.24 |
| ROpenData | Yes | 4.64 | 2.07 |
| ROpenData | No | 4.82 | 2.02 |
| RPreReg | Yes | 2.90 | 2.32 |
| RPreReg | No | 2.44 | 2.10 |
mean sd
1 4.75 1.01
# A tibble: 4 x 3
Field mean sd
<fct> <dbl> <dbl>
1 Soc & Beh 4.69 1.01
2 Arts & Hum 4.19 1.11
3 Eng & Nat 4.8 0.99
4 Bio & Life 4.9 0.94
# A tibble: 3 x 3
Rank mean sd
<fct> <dbl> <dbl>
1 PhD 4.41 1.21
2 Postdoc 4.86 0.87
3 Prof 4.94 0.88
# A tibble: 3 x 3
Gender mean sd
<fct> <dbl> <dbl>
1 Undisclosed 4.78 0.97
2 Female 4.68 1.03
3 Male 4.81 0.98
# A tibble: 2 x 3
Research mean sd
<fct> <dbl> <dbl>
1 Yes 4.83 0.96
2 No 4.1 1.18
# A tibble: 2 x 3
Support mean sd
<fct> <dbl> <dbl>
1 Yes 4.7 1.05
2 No 4.81 0.97
mean sd
1 1.91 0.63
# A tibble: 4 x 3
Field mean sd
<fct> <dbl> <dbl>
1 Soc & Beh 1.89 0.61
2 Arts & Hum 1.7 0.6
3 Eng & Nat 1.89 0.67
4 Bio & Life 1.99 0.6
# A tibble: 3 x 3
Rank mean sd
<fct> <dbl> <dbl>
1 PhD 1.92 0.63
2 Postdoc 1.94 0.62
3 Prof 1.87 0.62
# A tibble: 3 x 3
Gender mean sd
<fct> <dbl> <dbl>
1 Undisclosed 1.86 0.6
2 Female 1.9 0.62
3 Male 1.93 0.63
# A tibble: 2 x 3
Research mean sd
<fct> <dbl> <dbl>
1 Yes 1.94 0.62
2 No 1.71 0.66
# A tibble: 2 x 3
Support mean sd
<fct> <dbl> <dbl>
1 Yes 1.91 0.61
2 No 1.92 0.64
| QRP_1 | Freq |
|---|---|
| 0 | 0.49 |
| 1 | 0.51 |
| Field | QRP_1 | Freq |
|---|---|---|
| Soc & Beh | 0 | 0.14 |
| Arts & Hum | 0 | 0.05 |
| Eng & Nat | 0 | 0.11 |
| Bio & Life | 0 | 0.18 |
| Soc & Beh | 1 | 0.14 |
| Arts & Hum | 1 | 0.04 |
| Eng & Nat | 1 | 0.11 |
| Bio & Life | 1 | 0.22 |
| Rank | QRP_1 | Freq |
|---|---|---|
| PhD | 0 | 0.14 |
| Postdoc | 0 | 0.19 |
| Prof | 0 | 0.16 |
| PhD | 1 | 0.16 |
| Postdoc | 1 | 0.21 |
| Prof | 1 | 0.15 |
| Gender | QRP_1 | Freq |
|---|---|---|
| Undisclosed | 0 | 0.01 |
| Female | 0 | 0.22 |
| Male | 0 | 0.26 |
| Undisclosed | 1 | 0.01 |
| Female | 1 | 0.22 |
| Male | 1 | 0.29 |
| Research | QRP_1 | Freq |
|---|---|---|
| Yes | 0 | 0.42 |
| No | 0 | 0.06 |
| Yes | 1 | 0.47 |
| No | 1 | 0.04 |
| Support | QRP_1 | Freq |
|---|---|---|
| Yes | 0 | 0.24 |
| No | 0 | 0.25 |
| Yes | 1 | 0.24 |
| No | 1 | 0.27 |
| RRfals | RRfabr | Freq | phat | min95 | max95 |
|---|---|---|---|---|---|
| 0 | 0 | 4417 | 0.917 | 0.897 | 0.938 |
| 1 | 0 | 1069 | 0.040 | 0.024 | 0.056 |
| 0 | 1 | 1066 | 0.040 | 0.024 | 0.056 |
| 1 | 1 | 261 | 0.002 | -0.006 | 0.011 |
| Fabrication | Response | phat | min95 | max95 |
|---|---|---|---|---|
| 0 | 5486 | 0.958 | 0.944 | 0.972 |
| 1 | 1327 | 0.042 | 0.028 | 0.056 |
| Falsification | Response | phat | min95 | max95 |
|---|---|---|---|---|
| 0 | 5483 | 0.957 | 0.943 | 0.971 |
| 1 | 1330 | 0.043 | 0.029 | 0.057 |
| Field | n | prop |
|---|---|---|
| Soc & Beh | 1965 | 0.288 |
| Arts & Hum | 636 | 0.093 |
| Eng & Nat | 1465 | 0.215 |
| Bio & Life | 2747 | 0.403 |
| Rank | n | prop |
|---|---|---|
| PhD | 2013 | 0.295 |
| Postdoc | 2733 | 0.401 |
| Prof | 2067 | 0.303 |
| Gender | n | prop |
|---|---|---|
| Undisclosed | 116 | 0.017 |
| Female | 3008 | 0.442 |
| Male | 3689 | 0.541 |
| Research | n | prop |
|---|---|---|
| Yes | 6083 | 0.893 |
| No | 730 | 0.107 |
| Support | n | prop |
|---|---|---|
| Yes | 3270 | 0.48 |
| No | 3543 | 0.52 |
| Field | Rank | n | prop |
|---|---|---|---|
| Soc & Beh | PhD | 535 | 0.079 |
| Soc & Beh | Postdoc | 839 | 0.123 |
| Soc & Beh | Prof | 591 | 0.087 |
| Arts & Hum | PhD | 140 | 0.021 |
| Arts & Hum | Postdoc | 292 | 0.043 |
| Arts & Hum | Prof | 204 | 0.030 |
| Eng & Nat | PhD | 429 | 0.063 |
| Eng & Nat | Postdoc | 603 | 0.089 |
| Eng & Nat | Prof | 433 | 0.064 |
| Bio & Life | PhD | 909 | 0.133 |
| Bio & Life | Postdoc | 999 | 0.147 |
| Bio & Life | Prof | 839 | 0.123 |
| Field | Rank | Support | n | prop |
|---|---|---|---|---|
| Soc & Beh | PhD | Yes | 322 | 0.047 |
| Soc & Beh | PhD | No | 213 | 0.031 |
| Soc & Beh | Postdoc | Yes | 430 | 0.063 |
| Soc & Beh | Postdoc | No | 409 | 0.060 |
| Soc & Beh | Prof | Yes | 275 | 0.040 |
| Soc & Beh | Prof | No | 316 | 0.046 |
| Arts & Hum | PhD | Yes | 76 | 0.011 |
| Arts & Hum | PhD | No | 64 | 0.009 |
| Arts & Hum | Postdoc | Yes | 127 | 0.019 |
| Arts & Hum | Postdoc | No | 165 | 0.024 |
| Arts & Hum | Prof | Yes | 85 | 0.012 |
| Arts & Hum | Prof | No | 119 | 0.017 |
| Eng & Nat | PhD | Yes | 109 | 0.016 |
| Eng & Nat | PhD | No | 320 | 0.047 |
| Eng & Nat | Postdoc | Yes | 157 | 0.023 |
| Eng & Nat | Postdoc | No | 446 | 0.065 |
| Eng & Nat | Prof | Yes | 79 | 0.012 |
| Eng & Nat | Prof | No | 354 | 0.052 |
| Bio & Life | PhD | Yes | 692 | 0.102 |
| Bio & Life | PhD | No | 217 | 0.032 |
| Bio & Life | Postdoc | Yes | 520 | 0.076 |
| Bio & Life | Postdoc | No | 479 | 0.070 |
| Bio & Life | Prof | Yes | 398 | 0.058 |
| Bio & Life | Prof | No | 441 | 0.065 |
| Field | Rank | Research | Gender | Support | n | prop |
|---|---|---|---|---|---|---|
| Soc & Beh | PhD | Yes | Undisclosed | Yes | 3 | 0.0004 |
| Soc & Beh | PhD | Yes | Undisclosed | No | 1 | 0.0001 |
| Soc & Beh | PhD | Yes | Female | Yes | 202 | 0.0296 |
| Soc & Beh | PhD | Yes | Female | No | 117 | 0.0172 |
| Soc & Beh | PhD | Yes | Male | Yes | 91 | 0.0134 |
| Soc & Beh | PhD | Yes | Male | No | 81 | 0.0119 |
| Soc & Beh | PhD | No | Undisclosed | Yes | 1 | 0.0001 |
| Soc & Beh | PhD | No | Female | Yes | 15 | 0.0022 |
| Soc & Beh | PhD | No | Female | No | 7 | 0.0010 |
| Soc & Beh | PhD | No | Male | Yes | 10 | 0.0015 |
| Soc & Beh | PhD | No | Male | No | 7 | 0.0010 |
| Soc & Beh | Postdoc | Yes | Undisclosed | Yes | 6 | 0.0009 |
| Soc & Beh | Postdoc | Yes | Undisclosed | No | 8 | 0.0012 |
| Soc & Beh | Postdoc | Yes | Female | Yes | 226 | 0.0332 |
| Soc & Beh | Postdoc | Yes | Female | No | 222 | 0.0326 |
| Soc & Beh | Postdoc | Yes | Male | Yes | 174 | 0.0255 |
| Soc & Beh | Postdoc | Yes | Male | No | 163 | 0.0239 |
| Soc & Beh | Postdoc | No | Undisclosed | Yes | 1 | 0.0001 |
| Soc & Beh | Postdoc | No | Undisclosed | No | 2 | 0.0003 |
| Soc & Beh | Postdoc | No | Female | Yes | 11 | 0.0016 |
| Soc & Beh | Postdoc | No | Female | No | 4 | 0.0006 |
| Soc & Beh | Postdoc | No | Male | Yes | 12 | 0.0018 |
| Soc & Beh | Postdoc | No | Male | No | 10 | 0.0015 |
| Soc & Beh | Prof | Yes | Undisclosed | Yes | 3 | 0.0004 |
| Soc & Beh | Prof | Yes | Undisclosed | No | 4 | 0.0006 |
| Soc & Beh | Prof | Yes | Female | Yes | 100 | 0.0147 |
| Soc & Beh | Prof | Yes | Female | No | 100 | 0.0147 |
| Soc & Beh | Prof | Yes | Male | Yes | 147 | 0.0216 |
| Soc & Beh | Prof | Yes | Male | No | 200 | 0.0294 |
| Soc & Beh | Prof | No | Female | Yes | 6 | 0.0009 |
| Soc & Beh | Prof | No | Female | No | 2 | 0.0003 |
| Soc & Beh | Prof | No | Male | Yes | 19 | 0.0028 |
| Soc & Beh | Prof | No | Male | No | 10 | 0.0015 |
| Arts & Hum | PhD | Yes | Undisclosed | Yes | 1 | 0.0001 |
| Arts & Hum | PhD | Yes | Undisclosed | No | 2 | 0.0003 |
| Arts & Hum | PhD | Yes | Female | Yes | 24 | 0.0035 |
| Arts & Hum | PhD | Yes | Female | No | 31 | 0.0046 |
| Arts & Hum | PhD | Yes | Male | Yes | 22 | 0.0032 |
| Arts & Hum | PhD | Yes | Male | No | 11 | 0.0016 |
| Arts & Hum | PhD | No | Undisclosed | Yes | 3 | 0.0004 |
| Arts & Hum | PhD | No | Female | Yes | 12 | 0.0018 |
| Arts & Hum | PhD | No | Female | No | 9 | 0.0013 |
| Arts & Hum | PhD | No | Male | Yes | 14 | 0.0021 |
| Arts & Hum | PhD | No | Male | No | 11 | 0.0016 |
| Arts & Hum | Postdoc | Yes | Undisclosed | Yes | 1 | 0.0001 |
| Arts & Hum | Postdoc | Yes | Undisclosed | No | 2 | 0.0003 |
| Arts & Hum | Postdoc | Yes | Female | Yes | 50 | 0.0073 |
| Arts & Hum | Postdoc | Yes | Female | No | 50 | 0.0073 |
| Arts & Hum | Postdoc | Yes | Male | Yes | 33 | 0.0048 |
| Arts & Hum | Postdoc | Yes | Male | No | 58 | 0.0085 |
| Arts & Hum | Postdoc | No | Undisclosed | Yes | 4 | 0.0006 |
| Arts & Hum | Postdoc | No | Undisclosed | No | 3 | 0.0004 |
| Arts & Hum | Postdoc | No | Female | Yes | 20 | 0.0029 |
| Arts & Hum | Postdoc | No | Female | No | 26 | 0.0038 |
| Arts & Hum | Postdoc | No | Male | Yes | 19 | 0.0028 |
| Arts & Hum | Postdoc | No | Male | No | 26 | 0.0038 |
| Arts & Hum | Prof | Yes | Undisclosed | Yes | 1 | 0.0001 |
| Arts & Hum | Prof | Yes | Undisclosed | No | 1 | 0.0001 |
| Arts & Hum | Prof | Yes | Female | Yes | 17 | 0.0025 |
| Arts & Hum | Prof | Yes | Female | No | 33 | 0.0048 |
| Arts & Hum | Prof | Yes | Male | Yes | 37 | 0.0054 |
| Arts & Hum | Prof | Yes | Male | No | 40 | 0.0059 |
| Arts & Hum | Prof | No | Undisclosed | Yes | 1 | 0.0001 |
| Arts & Hum | Prof | No | Undisclosed | No | 1 | 0.0001 |
| Arts & Hum | Prof | No | Female | Yes | 7 | 0.0010 |
| Arts & Hum | Prof | No | Female | No | 14 | 0.0021 |
| Arts & Hum | Prof | No | Male | Yes | 22 | 0.0032 |
| Arts & Hum | Prof | No | Male | No | 30 | 0.0044 |
| Eng & Nat | PhD | Yes | Undisclosed | No | 2 | 0.0003 |
| Eng & Nat | PhD | Yes | Female | Yes | 21 | 0.0031 |
| Eng & Nat | PhD | Yes | Female | No | 70 | 0.0103 |
| Eng & Nat | PhD | Yes | Male | Yes | 53 | 0.0078 |
| Eng & Nat | PhD | Yes | Male | No | 168 | 0.0247 |
| Eng & Nat | PhD | No | Undisclosed | Yes | 1 | 0.0001 |
| Eng & Nat | PhD | No | Undisclosed | No | 3 | 0.0004 |
| Eng & Nat | PhD | No | Female | Yes | 9 | 0.0013 |
| Eng & Nat | PhD | No | Female | No | 19 | 0.0028 |
| Eng & Nat | PhD | No | Male | Yes | 25 | 0.0037 |
| Eng & Nat | PhD | No | Male | No | 58 | 0.0085 |
| Eng & Nat | Postdoc | Yes | Undisclosed | Yes | 1 | 0.0001 |
| Eng & Nat | Postdoc | Yes | Undisclosed | No | 6 | 0.0009 |
| Eng & Nat | Postdoc | Yes | Female | Yes | 36 | 0.0053 |
| Eng & Nat | Postdoc | Yes | Female | No | 112 | 0.0164 |
| Eng & Nat | Postdoc | Yes | Male | Yes | 74 | 0.0109 |
| Eng & Nat | Postdoc | Yes | Male | No | 249 | 0.0365 |
| Eng & Nat | Postdoc | No | Undisclosed | Yes | 3 | 0.0004 |
| Eng & Nat | Postdoc | No | Female | Yes | 12 | 0.0018 |
| Eng & Nat | Postdoc | No | Female | No | 15 | 0.0022 |
| Eng & Nat | Postdoc | No | Male | Yes | 31 | 0.0046 |
| Eng & Nat | Postdoc | No | Male | No | 64 | 0.0094 |
| Eng & Nat | Prof | Yes | Undisclosed | Yes | 1 | 0.0001 |
| Eng & Nat | Prof | Yes | Undisclosed | No | 5 | 0.0007 |
| Eng & Nat | Prof | Yes | Female | Yes | 13 | 0.0019 |
| Eng & Nat | Prof | Yes | Female | No | 47 | 0.0069 |
| Eng & Nat | Prof | Yes | Male | Yes | 50 | 0.0073 |
| Eng & Nat | Prof | Yes | Male | No | 231 | 0.0339 |
| Eng & Nat | Prof | No | Undisclosed | No | 1 | 0.0001 |
| Eng & Nat | Prof | No | Female | No | 11 | 0.0016 |
| Eng & Nat | Prof | No | Male | Yes | 15 | 0.0022 |
| Eng & Nat | Prof | No | Male | No | 59 | 0.0087 |
| Bio & Life | PhD | Yes | Undisclosed | Yes | 3 | 0.0004 |
| Bio & Life | PhD | Yes | Undisclosed | No | 2 | 0.0003 |
| Bio & Life | PhD | Yes | Female | Yes | 450 | 0.0661 |
| Bio & Life | PhD | Yes | Female | No | 132 | 0.0194 |
| Bio & Life | PhD | Yes | Male | Yes | 204 | 0.0299 |
| Bio & Life | PhD | Yes | Male | No | 79 | 0.0116 |
| Bio & Life | PhD | No | Undisclosed | Yes | 2 | 0.0003 |
| Bio & Life | PhD | No | Female | Yes | 25 | 0.0037 |
| Bio & Life | PhD | No | Female | No | 3 | 0.0004 |
| Bio & Life | PhD | No | Male | Yes | 8 | 0.0012 |
| Bio & Life | PhD | No | Male | No | 1 | 0.0001 |
| Bio & Life | Postdoc | Yes | Undisclosed | Yes | 4 | 0.0006 |
| Bio & Life | Postdoc | Yes | Undisclosed | No | 11 | 0.0016 |
| Bio & Life | Postdoc | Yes | Female | Yes | 255 | 0.0374 |
| Bio & Life | Postdoc | Yes | Female | No | 219 | 0.0321 |
| Bio & Life | Postdoc | Yes | Male | Yes | 253 | 0.0371 |
| Bio & Life | Postdoc | Yes | Male | No | 236 | 0.0346 |
| Bio & Life | Postdoc | No | Undisclosed | No | 1 | 0.0001 |
| Bio & Life | Postdoc | No | Female | Yes | 3 | 0.0004 |
| Bio & Life | Postdoc | No | Female | No | 5 | 0.0007 |
| Bio & Life | Postdoc | No | Male | Yes | 5 | 0.0007 |
| Bio & Life | Postdoc | No | Male | No | 7 | 0.0010 |
| Bio & Life | Prof | Yes | Undisclosed | Yes | 10 | 0.0015 |
| Bio & Life | Prof | Yes | Undisclosed | No | 11 | 0.0016 |
| Bio & Life | Prof | Yes | Female | Yes | 128 | 0.0188 |
| Bio & Life | Prof | Yes | Female | No | 118 | 0.0173 |
| Bio & Life | Prof | Yes | Male | Yes | 257 | 0.0377 |
| Bio & Life | Prof | Yes | Male | No | 310 | 0.0455 |
| Bio & Life | Prof | No | Male | Yes | 3 | 0.0004 |
| Bio & Life | Prof | No | Male | No | 2 | 0.0003 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 4.597 | 4.422 | 4.771 | 0.089 | 51.667 | 0.000 |
| FieldArts & Hum | -0.356 | -0.442 | -0.271 | 0.044 | -8.153 | 0.000 |
| FieldEng & Nat | 0.125 | 0.059 | 0.191 | 0.034 | 3.695 | 0.000 |
| FieldBio & Life | 0.151 | 0.097 | 0.205 | 0.027 | 5.489 | 0.000 |
| RankPostdoc | 0.307 | 0.249 | 0.366 | 0.030 | 10.312 | 0.000 |
| RankProf | 0.392 | 0.326 | 0.457 | 0.033 | 11.771 | 0.000 |
| GenderFemale | -0.139 | -0.305 | 0.028 | 0.085 | -1.630 | 0.103 |
| GenderMale | -0.070 | -0.236 | 0.097 | 0.085 | -0.822 | 0.411 |
| ResearchNo | -0.493 | -0.570 | -0.415 | 0.040 | -12.450 | 0.000 |
| SupportNo | 0.058 | 0.012 | 0.103 | 0.023 | 2.474 | 0.013 |
| SciNorms | 0.129 | 0.105 | 0.154 | 0.013 | 10.237 | 0.000 |
| PeerNorms | 0.008 | -0.020 | 0.036 | 0.014 | 0.534 | 0.593 |
| WorkPress | 0.032 | 0.005 | 0.060 | 0.014 | 2.286 | 0.022 |
| PubPress | -0.054 | -0.084 | -0.024 | 0.015 | -3.511 | 0.000 |
| FundPress | 0.135 | 0.104 | 0.165 | 0.016 | 8.668 | 0.000 |
| Competitive | 0.019 | -0.009 | 0.048 | 0.015 | 1.325 | 0.185 |
| DetectCol | 0.056 | 0.025 | 0.086 | 0.015 | 3.614 | 0.000 |
| DetectRev | -0.004 | -0.032 | 0.023 | 0.014 | -0.305 | 0.761 |
| Mentoring | 0.148 | 0.123 | 0.173 | 0.013 | 11.525 | 0.000 |
| OrgJust | 0.026 | -0.007 | 0.059 | 0.017 | 1.557 | 0.120 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 4.454 | 4.272 | 4.636 | 0.093 | 47.940 | 0.000 |
| FieldArts & Hum | -0.358 | -0.445 | -0.271 | 0.045 | -8.027 | 0.000 |
| FieldEng & Nat | 0.193 | 0.125 | 0.261 | 0.034 | 5.599 | 0.000 |
| FieldBio & Life | 0.220 | 0.165 | 0.275 | 0.028 | 7.855 | 0.000 |
| RankPostdoc | 0.455 | 0.399 | 0.510 | 0.028 | 16.172 | 0.000 |
| RankProf | 0.511 | 0.451 | 0.571 | 0.031 | 16.679 | 0.000 |
| GenderFemale | -0.126 | -0.301 | 0.050 | 0.090 | -1.402 | 0.161 |
| GenderMale | -0.075 | -0.250 | 0.099 | 0.089 | -0.846 | 0.397 |
| ResearchNo | -0.605 | -0.683 | -0.528 | 0.040 | -15.283 | 0.000 |
| SupportNo | 0.050 | 0.003 | 0.097 | 0.024 | 2.088 | 0.037 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 4.511 | 4.330 | 4.692 | 0.092 | 48.899 | 0.000 |
| FieldArts & Hum | -0.366 | -0.453 | -0.280 | 0.044 | -8.287 | 0.000 |
| FieldEng & Nat | 0.181 | 0.114 | 0.248 | 0.034 | 5.302 | 0.000 |
| FieldBio & Life | 0.223 | 0.169 | 0.277 | 0.028 | 8.039 | 0.000 |
| RankPostdoc | 0.406 | 0.351 | 0.461 | 0.028 | 14.377 | 0.000 |
| RankProf | 0.447 | 0.387 | 0.508 | 0.031 | 14.461 | 0.000 |
| GenderFemale | -0.140 | -0.314 | 0.034 | 0.089 | -1.574 | 0.116 |
| GenderMale | -0.096 | -0.269 | 0.077 | 0.088 | -1.088 | 0.276 |
| ResearchNo | -0.598 | -0.674 | -0.521 | 0.039 | -15.219 | 0.000 |
| SupportNo | 0.051 | 0.005 | 0.098 | 0.024 | 2.160 | 0.031 |
| SciNorms | 0.140 | 0.116 | 0.165 | 0.013 | 11.171 | 0.000 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 4.472 | 4.290 | 4.654 | 0.093 | 48.152 | 0.000 |
| FieldArts & Hum | -0.356 | -0.443 | -0.269 | 0.045 | -7.994 | 0.000 |
| FieldEng & Nat | 0.183 | 0.115 | 0.251 | 0.034 | 5.308 | 0.000 |
| FieldBio & Life | 0.219 | 0.164 | 0.274 | 0.028 | 7.841 | 0.000 |
| RankPostdoc | 0.464 | 0.409 | 0.519 | 0.028 | 16.485 | 0.000 |
| RankProf | 0.510 | 0.450 | 0.570 | 0.031 | 16.655 | 0.000 |
| GenderFemale | -0.141 | -0.316 | 0.035 | 0.090 | -1.570 | 0.117 |
| GenderMale | -0.097 | -0.272 | 0.077 | 0.089 | -1.094 | 0.274 |
| ResearchNo | -0.607 | -0.685 | -0.530 | 0.040 | -15.354 | 0.000 |
| SupportNo | 0.050 | 0.003 | 0.097 | 0.024 | 2.081 | 0.037 |
| PeerNorms | 0.054 | 0.030 | 0.078 | 0.012 | 4.464 | 0.000 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 4.459 | 4.277 | 4.641 | 0.093 | 47.999 | 0.000 |
| FieldArts & Hum | -0.364 | -0.451 | -0.276 | 0.045 | -8.151 | 0.000 |
| FieldEng & Nat | 0.194 | 0.126 | 0.261 | 0.034 | 5.618 | 0.000 |
| FieldBio & Life | 0.219 | 0.164 | 0.274 | 0.028 | 7.830 | 0.000 |
| RankPostdoc | 0.436 | 0.379 | 0.494 | 0.029 | 14.975 | 0.000 |
| RankProf | 0.491 | 0.428 | 0.553 | 0.032 | 15.388 | 0.000 |
| GenderFemale | -0.120 | -0.296 | 0.055 | 0.090 | -1.342 | 0.180 |
| GenderMale | -0.063 | -0.238 | 0.112 | 0.089 | -0.710 | 0.478 |
| ResearchNo | -0.601 | -0.678 | -0.523 | 0.040 | -15.149 | 0.000 |
| SupportNo | 0.050 | 0.003 | 0.097 | 0.024 | 2.074 | 0.038 |
| WorkPress | 0.030 | 0.005 | 0.055 | 0.013 | 2.336 | 0.020 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 4.460 | 4.277 | 4.642 | 0.093 | 47.885 | 0.000 |
| FieldArts & Hum | -0.357 | -0.445 | -0.270 | 0.045 | -8.008 | 0.000 |
| FieldEng & Nat | 0.193 | 0.125 | 0.261 | 0.034 | 5.598 | 0.000 |
| FieldBio & Life | 0.219 | 0.164 | 0.274 | 0.028 | 7.813 | 0.000 |
| RankPostdoc | 0.458 | 0.402 | 0.513 | 0.028 | 16.153 | 0.000 |
| RankProf | 0.510 | 0.450 | 0.571 | 0.031 | 16.634 | 0.000 |
| GenderFemale | -0.131 | -0.307 | 0.045 | 0.090 | -1.456 | 0.146 |
| GenderMale | -0.082 | -0.258 | 0.093 | 0.089 | -0.919 | 0.358 |
| ResearchNo | -0.605 | -0.683 | -0.528 | 0.040 | -15.286 | 0.000 |
| SupportNo | 0.050 | 0.003 | 0.097 | 0.024 | 2.080 | 0.038 |
| PubPress | -0.011 | -0.035 | 0.014 | 0.012 | -0.859 | 0.391 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 4.488 | 4.307 | 4.669 | 0.092 | 48.607 | 0.000 |
| FieldArts & Hum | -0.365 | -0.453 | -0.278 | 0.045 | -8.200 | 0.000 |
| FieldEng & Nat | 0.159 | 0.091 | 0.227 | 0.035 | 4.576 | 0.000 |
| FieldBio & Life | 0.194 | 0.139 | 0.249 | 0.028 | 6.911 | 0.000 |
| RankPostdoc | 0.367 | 0.308 | 0.425 | 0.030 | 12.341 | 0.000 |
| RankProf | 0.460 | 0.399 | 0.521 | 0.031 | 14.819 | 0.000 |
| GenderFemale | -0.103 | -0.277 | 0.072 | 0.089 | -1.155 | 0.248 |
| GenderMale | -0.025 | -0.199 | 0.148 | 0.089 | -0.287 | 0.774 |
| ResearchNo | -0.576 | -0.654 | -0.498 | 0.040 | -14.481 | 0.000 |
| SupportNo | 0.048 | 0.001 | 0.095 | 0.024 | 1.999 | 0.046 |
| FundPress | 0.121 | 0.093 | 0.149 | 0.014 | 8.481 | 0.000 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 4.456 | 4.274 | 4.638 | 0.093 | 47.962 | 0.000 |
| FieldArts & Hum | -0.353 | -0.441 | -0.266 | 0.045 | -7.916 | 0.000 |
| FieldEng & Nat | 0.193 | 0.125 | 0.260 | 0.034 | 5.594 | 0.000 |
| FieldBio & Life | 0.222 | 0.167 | 0.277 | 0.028 | 7.927 | 0.000 |
| RankPostdoc | 0.461 | 0.405 | 0.516 | 0.028 | 16.260 | 0.000 |
| RankProf | 0.517 | 0.456 | 0.577 | 0.031 | 16.768 | 0.000 |
| GenderFemale | -0.133 | -0.309 | 0.043 | 0.090 | -1.483 | 0.138 |
| GenderMale | -0.084 | -0.259 | 0.091 | 0.089 | -0.938 | 0.348 |
| ResearchNo | -0.605 | -0.683 | -0.527 | 0.040 | -15.278 | 0.000 |
| SupportNo | 0.052 | 0.005 | 0.099 | 0.024 | 2.151 | 0.031 |
| Competitive | -0.021 | -0.044 | 0.003 | 0.012 | -1.705 | 0.088 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 4.484 | 4.304 | 4.663 | 0.092 | 48.900 | 0.000 |
| FieldArts & Hum | -0.359 | -0.446 | -0.271 | 0.045 | -8.002 | 0.000 |
| FieldEng & Nat | 0.182 | 0.114 | 0.249 | 0.034 | 5.289 | 0.000 |
| FieldBio & Life | 0.208 | 0.153 | 0.263 | 0.028 | 7.461 | 0.000 |
| RankPostdoc | 0.434 | 0.379 | 0.489 | 0.028 | 15.408 | 0.000 |
| RankProf | 0.478 | 0.418 | 0.539 | 0.031 | 15.582 | 0.000 |
| GenderFemale | -0.124 | -0.297 | 0.049 | 0.088 | -1.400 | 0.162 |
| GenderMale | -0.074 | -0.246 | 0.098 | 0.088 | -0.847 | 0.397 |
| ResearchNo | -0.579 | -0.657 | -0.500 | 0.040 | -14.433 | 0.000 |
| SupportNo | 0.049 | 0.002 | 0.096 | 0.024 | 2.045 | 0.041 |
| DetectCol | 0.082 | 0.055 | 0.108 | 0.014 | 6.009 | 0.000 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 4.477 | 4.298 | 4.656 | 0.091 | 49.110 | 0.000 |
| FieldArts & Hum | -0.364 | -0.451 | -0.276 | 0.045 | -8.127 | 0.000 |
| FieldEng & Nat | 0.184 | 0.117 | 0.251 | 0.034 | 5.380 | 0.000 |
| FieldBio & Life | 0.216 | 0.161 | 0.271 | 0.028 | 7.718 | 0.000 |
| RankPostdoc | 0.413 | 0.358 | 0.469 | 0.028 | 14.576 | 0.000 |
| RankProf | 0.465 | 0.404 | 0.525 | 0.031 | 15.111 | 0.000 |
| GenderFemale | -0.102 | -0.274 | 0.069 | 0.088 | -1.167 | 0.243 |
| GenderMale | -0.055 | -0.226 | 0.116 | 0.087 | -0.634 | 0.526 |
| ResearchNo | -0.562 | -0.641 | -0.483 | 0.040 | -13.988 | 0.000 |
| SupportNo | 0.050 | 0.003 | 0.097 | 0.024 | 2.093 | 0.036 |
| DetectRev | 0.047 | 0.023 | 0.072 | 0.012 | 3.780 | 0.000 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 4.425 | 4.245 | 4.605 | 0.092 | 48.302 | 0.000 |
| FieldArts & Hum | -0.327 | -0.413 | -0.240 | 0.044 | -7.419 | 0.000 |
| FieldEng & Nat | 0.193 | 0.126 | 0.260 | 0.034 | 5.677 | 0.000 |
| FieldBio & Life | 0.199 | 0.145 | 0.253 | 0.028 | 7.208 | 0.000 |
| RankPostdoc | 0.491 | 0.436 | 0.545 | 0.028 | 17.627 | 0.000 |
| RankProf | 0.595 | 0.534 | 0.655 | 0.031 | 19.305 | 0.000 |
| GenderFemale | -0.142 | -0.315 | 0.031 | 0.088 | -1.611 | 0.107 |
| GenderMale | -0.088 | -0.260 | 0.084 | 0.088 | -1.000 | 0.317 |
| ResearchNo | -0.579 | -0.656 | -0.503 | 0.039 | -14.818 | 0.000 |
| SupportNo | 0.062 | 0.016 | 0.109 | 0.024 | 2.617 | 0.009 |
| Mentoring | 0.166 | 0.143 | 0.189 | 0.012 | 14.101 | 0.000 |
| term | estimate | std.error | statistic | df | p.value |
|---|---|---|---|---|---|
| (Intercept) | 4.46 | 0.09 | 48.11 | 6798.22 | 0.00 |
| FieldArts & Hum | -0.34 | 0.04 | -7.57 | 6793.93 | 0.00 |
| FieldEng & Nat | 0.19 | 0.03 | 5.41 | 6796.79 | 0.00 |
| FieldBio & Life | 0.22 | 0.03 | 7.85 | 6798.36 | 0.00 |
| RankPostdoc | 0.48 | 0.03 | 16.76 | 6784.70 | 0.00 |
| RankProf | 0.51 | 0.03 | 16.77 | 6798.56 | 0.00 |
| GenderFemale | -0.14 | 0.09 | -1.57 | 6797.94 | 0.12 |
| GenderMale | -0.10 | 0.09 | -1.17 | 6796.97 | 0.24 |
| ResearchNo | -0.61 | 0.04 | -15.38 | 6798.23 | 0.00 |
| SupportNo | 0.05 | 0.02 | 2.26 | 6797.96 | 0.02 |
| OrgJust | 0.06 | 0.01 | 4.73 | 4378.79 | 0.00 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 4.490 | 4.299 | 4.681 | 0.097 | 46.076 | 0.000 |
| FieldArts & Hum | -0.393 | -0.570 | -0.217 | 0.090 | -4.367 | 0.000 |
| FieldEng & Nat | 0.267 | 0.145 | 0.390 | 0.063 | 4.273 | 0.000 |
| FieldBio & Life | 0.088 | -0.012 | 0.189 | 0.051 | 1.718 | 0.086 |
| RankPostdoc | 0.401 | 0.299 | 0.503 | 0.052 | 7.691 | 0.000 |
| RankProf | 0.439 | 0.328 | 0.550 | 0.057 | 7.740 | 0.000 |
| GenderFemale | -0.108 | -0.283 | 0.068 | 0.089 | -1.203 | 0.229 |
| GenderMale | -0.067 | -0.242 | 0.107 | 0.089 | -0.758 | 0.449 |
| ResearchNo | -0.605 | -0.683 | -0.528 | 0.040 | -15.305 | 0.000 |
| SupportNo | 0.041 | -0.007 | 0.088 | 0.024 | 1.683 | 0.092 |
| FieldArts & Hum:RankPostdoc | 0.109 | -0.106 | 0.324 | 0.110 | 0.992 | 0.321 |
| FieldEng & Nat:RankPostdoc | -0.071 | -0.226 | 0.084 | 0.079 | -0.902 | 0.367 |
| FieldBio & Life:RankPostdoc | 0.135 | 0.003 | 0.268 | 0.068 | 1.997 | 0.046 |
| FieldArts & Hum:RankProf | -0.032 | -0.262 | 0.199 | 0.118 | -0.270 | 0.787 |
| FieldEng & Nat:RankProf | -0.138 | -0.306 | 0.029 | 0.085 | -1.620 | 0.105 |
| FieldBio & Life:RankProf | 0.258 | 0.117 | 0.400 | 0.072 | 3.584 | 0.000 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 4.443 | 4.261 | 4.625 | 0.093 | 47.779 | 0.000 |
| FieldArts & Hum | -0.367 | -0.456 | -0.279 | 0.045 | -8.156 | 0.000 |
| FieldEng & Nat | 0.195 | 0.128 | 0.263 | 0.034 | 5.661 | 0.000 |
| FieldBio & Life | 0.224 | 0.169 | 0.279 | 0.028 | 7.990 | 0.000 |
| RankPostdoc | 0.461 | 0.406 | 0.517 | 0.028 | 16.286 | 0.000 |
| RankProf | 0.518 | 0.457 | 0.578 | 0.031 | 16.793 | 0.000 |
| GenderFemale | -0.123 | -0.299 | 0.053 | 0.090 | -1.374 | 0.169 |
| GenderMale | -0.072 | -0.247 | 0.103 | 0.089 | -0.802 | 0.422 |
| ResearchNo | -0.607 | -0.685 | -0.530 | 0.040 | -15.302 | 0.000 |
| SupportNo | 0.051 | 0.004 | 0.098 | 0.024 | 2.119 | 0.034 |
| Competitive | -0.055 | -0.101 | -0.009 | 0.023 | -2.341 | 0.019 |
| FieldArts & Hum:Competitive | 0.124 | 0.036 | 0.213 | 0.045 | 2.748 | 0.006 |
| FieldEng & Nat:Competitive | 0.043 | -0.024 | 0.110 | 0.034 | 1.252 | 0.211 |
| FieldBio & Life:Competitive | 0.032 | -0.027 | 0.090 | 0.030 | 1.056 | 0.291 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 4.482 | 4.302 | 4.662 | 0.092 | 48.878 | 0.000 |
| FieldArts & Hum | -0.355 | -0.443 | -0.267 | 0.045 | -7.902 | 0.000 |
| FieldEng & Nat | 0.180 | 0.113 | 0.248 | 0.034 | 5.247 | 0.000 |
| FieldBio & Life | 0.208 | 0.154 | 0.263 | 0.028 | 7.475 | 0.000 |
| RankPostdoc | 0.435 | 0.380 | 0.490 | 0.028 | 15.439 | 0.000 |
| RankProf | 0.479 | 0.419 | 0.539 | 0.031 | 15.602 | 0.000 |
| GenderFemale | -0.122 | -0.295 | 0.051 | 0.088 | -1.380 | 0.168 |
| GenderMale | -0.073 | -0.245 | 0.099 | 0.088 | -0.831 | 0.406 |
| ResearchNo | -0.578 | -0.657 | -0.500 | 0.040 | -14.412 | 0.000 |
| SupportNo | 0.050 | 0.003 | 0.097 | 0.024 | 2.084 | 0.037 |
| DetectCol | 0.095 | 0.043 | 0.146 | 0.027 | 3.563 | 0.000 |
| FieldArts & Hum:DetectCol | 0.063 | -0.046 | 0.172 | 0.055 | 1.133 | 0.258 |
| FieldEng & Nat:DetectCol | -0.002 | -0.079 | 0.075 | 0.039 | -0.048 | 0.962 |
| FieldBio & Life:DetectCol | -0.041 | -0.105 | 0.024 | 0.033 | -1.239 | 0.215 |
| term | estimate | std.error | statistic | df | p.value |
|---|---|---|---|---|---|
| (Intercept) | 4.48 | 0.09 | 49.12 | 6631.01 | 0.00 |
| FieldArts & Hum | -0.36 | 0.04 | -8.08 | 6215.48 | 0.00 |
| FieldEng & Nat | 0.18 | 0.03 | 5.34 | 6268.12 | 0.00 |
| FieldBio & Life | 0.22 | 0.03 | 7.68 | 5927.12 | 0.00 |
| RankPostdoc | 0.41 | 0.03 | 14.58 | 5498.41 | 0.00 |
| RankProf | 0.46 | 0.03 | 15.09 | 6100.26 | 0.00 |
| GenderFemale | -0.10 | 0.09 | -1.19 | 6673.01 | 0.23 |
| GenderMale | -0.06 | 0.09 | -0.65 | 6676.41 | 0.51 |
| ResearchNo | -0.56 | 0.04 | -13.96 | 5435.26 | 0.00 |
| SupportNo | 0.05 | 0.02 | 2.13 | 6378.71 | 0.03 |
| DetectRev | 0.04 | 0.02 | 1.78 | 1470.04 | 0.07 |
| FieldArts & Hum:DetectRev | 0.06 | 0.05 | 1.21 | 1680.76 | 0.23 |
| FieldEng & Nat:DetectRev | 0.01 | 0.04 | 0.33 | 1196.31 | 0.74 |
| FieldBio & Life:DetectRev | -0.01 | 0.03 | -0.33 | 2158.55 | 0.74 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 4.502 | 4.321 | 4.683 | 0.092 | 48.737 | 0.000 |
| FieldArts & Hum | -0.369 | -0.456 | -0.282 | 0.045 | -8.280 | 0.000 |
| FieldEng & Nat | 0.174 | 0.105 | 0.242 | 0.035 | 4.966 | 0.000 |
| FieldBio & Life | 0.208 | 0.153 | 0.264 | 0.028 | 7.343 | 0.000 |
| RankPostdoc | 0.348 | 0.288 | 0.407 | 0.030 | 11.456 | 0.000 |
| RankProf | 0.437 | 0.374 | 0.500 | 0.032 | 13.636 | 0.000 |
| GenderFemale | -0.099 | -0.273 | 0.075 | 0.089 | -1.114 | 0.265 |
| GenderMale | -0.029 | -0.202 | 0.145 | 0.089 | -0.322 | 0.747 |
| ResearchNo | -0.579 | -0.657 | -0.502 | 0.040 | -14.582 | 0.000 |
| SupportNo | 0.047 | 0.000 | 0.094 | 0.024 | 1.946 | 0.052 |
| FundPress | 0.180 | 0.129 | 0.231 | 0.026 | 6.882 | 0.000 |
| RankPostdoc:FundPress | -0.066 | -0.133 | 0.002 | 0.034 | -1.911 | 0.056 |
| RankProf:FundPress | -0.121 | -0.192 | -0.050 | 0.036 | -3.327 | 0.001 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 4.447 | 4.264 | 4.629 | 0.093 | 47.772 | 0.000 |
| FieldArts & Hum | -0.376 | -0.464 | -0.288 | 0.045 | -8.395 | 0.000 |
| FieldEng & Nat | 0.190 | 0.122 | 0.257 | 0.034 | 5.515 | 0.000 |
| FieldBio & Life | 0.216 | 0.161 | 0.271 | 0.028 | 7.708 | 0.000 |
| RankPostdoc | 0.452 | 0.397 | 0.508 | 0.028 | 15.965 | 0.000 |
| RankProf | 0.509 | 0.449 | 0.569 | 0.031 | 16.592 | 0.000 |
| GenderFemale | -0.117 | -0.293 | 0.059 | 0.090 | -1.300 | 0.194 |
| GenderMale | -0.064 | -0.240 | 0.111 | 0.089 | -0.719 | 0.472 |
| ResearchNo | -0.606 | -0.683 | -0.528 | 0.040 | -15.292 | 0.000 |
| SupportNo | 0.052 | 0.005 | 0.100 | 0.024 | 2.181 | 0.029 |
| PubPress | -0.037 | -0.080 | 0.007 | 0.022 | -1.662 | 0.097 |
| FieldArts & Hum:PubPress | 0.167 | 0.083 | 0.251 | 0.043 | 3.888 | 0.000 |
| FieldEng & Nat:PubPress | 0.039 | -0.026 | 0.105 | 0.033 | 1.182 | 0.237 |
| FieldBio & Life:PubPress | 0.002 | -0.055 | 0.059 | 0.029 | 0.080 | 0.936 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 1.776 | 1.659 | 1.892 | 0.059 | 29.860 | 0.000 |
| FieldArts & Hum | -0.160 | -0.217 | -0.103 | 0.029 | -5.536 | 0.000 |
| FieldEng & Nat | 0.020 | -0.024 | 0.063 | 0.022 | 0.879 | 0.380 |
| FieldBio & Life | 0.090 | 0.054 | 0.126 | 0.018 | 4.922 | 0.000 |
| RankPostdoc | -0.019 | -0.058 | 0.019 | 0.020 | -0.983 | 0.326 |
| RankProf | -0.033 | -0.076 | 0.010 | 0.022 | -1.493 | 0.136 |
| GenderFemale | 0.093 | -0.019 | 0.204 | 0.057 | 1.632 | 0.103 |
| GenderMale | 0.183 | 0.072 | 0.294 | 0.057 | 3.236 | 0.001 |
| ResearchNo | -0.149 | -0.200 | -0.099 | 0.026 | -5.778 | 0.000 |
| SupportNo | 0.028 | -0.002 | 0.058 | 0.015 | 1.829 | 0.067 |
| SciNorms | -0.117 | -0.134 | -0.101 | 0.008 | -13.888 | 0.000 |
| PeerNorms | -0.036 | -0.054 | -0.018 | 0.009 | -3.952 | 0.000 |
| WorkPress | 0.018 | 0.000 | 0.037 | 0.009 | 1.979 | 0.048 |
| PubPress | 0.097 | 0.078 | 0.117 | 0.010 | 9.925 | 0.000 |
| FundPress | 0.007 | -0.012 | 0.026 | 0.010 | 0.712 | 0.477 |
| Competitive | 0.015 | -0.004 | 0.035 | 0.010 | 1.561 | 0.119 |
| DetectCol | 0.009 | -0.010 | 0.029 | 0.010 | 0.933 | 0.351 |
| DetectRev | 0.002 | -0.016 | 0.020 | 0.009 | 0.267 | 0.790 |
| Mentoring | 0.021 | 0.005 | 0.038 | 0.009 | 2.516 | 0.012 |
| OrgJust | -0.042 | -0.064 | -0.020 | 0.011 | -3.688 | 0.000 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 1.881 | 1.762 | 2.000 | 0.061 | 30.914 | 0.000 |
| FieldArts & Hum | -0.147 | -0.205 | -0.090 | 0.029 | -5.044 | 0.000 |
| FieldEng & Nat | 0.007 | -0.037 | 0.051 | 0.023 | 0.300 | 0.765 |
| FieldBio & Life | 0.092 | 0.056 | 0.128 | 0.018 | 4.998 | 0.000 |
| RankPostdoc | 0.021 | -0.016 | 0.057 | 0.018 | 1.115 | 0.265 |
| RankProf | -0.068 | -0.107 | -0.028 | 0.020 | -3.372 | 0.001 |
| GenderFemale | -0.002 | -0.117 | 0.113 | 0.059 | -0.027 | 0.979 |
| GenderMale | 0.047 | -0.067 | 0.162 | 0.058 | 0.809 | 0.418 |
| ResearchNo | -0.168 | -0.219 | -0.117 | 0.026 | -6.464 | 0.000 |
| SupportNo | 0.028 | -0.003 | 0.058 | 0.016 | 1.750 | 0.080 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 1.838 | 1.720 | 1.956 | 0.060 | 30.497 | 0.000 |
| FieldArts & Hum | -0.141 | -0.197 | -0.084 | 0.029 | -4.879 | 0.000 |
| FieldEng & Nat | 0.016 | -0.028 | 0.059 | 0.022 | 0.699 | 0.484 |
| FieldBio & Life | 0.089 | 0.054 | 0.125 | 0.018 | 4.933 | 0.000 |
| RankPostdoc | 0.057 | 0.021 | 0.094 | 0.018 | 3.111 | 0.002 |
| RankProf | -0.019 | -0.059 | 0.020 | 0.020 | -0.946 | 0.344 |
| GenderFemale | 0.009 | -0.104 | 0.123 | 0.058 | 0.159 | 0.873 |
| GenderMale | 0.063 | -0.050 | 0.176 | 0.058 | 1.091 | 0.275 |
| ResearchNo | -0.174 | -0.224 | -0.123 | 0.026 | -6.771 | 0.000 |
| SupportNo | 0.027 | -0.004 | 0.057 | 0.016 | 1.712 | 0.087 |
| SciNorms | -0.106 | -0.122 | -0.090 | 0.008 | -12.826 | 0.000 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 1.850 | 1.732 | 1.968 | 0.060 | 30.688 | 0.000 |
| FieldArts & Hum | -0.151 | -0.207 | -0.094 | 0.029 | -5.211 | 0.000 |
| FieldEng & Nat | 0.024 | -0.020 | 0.068 | 0.022 | 1.075 | 0.282 |
| FieldBio & Life | 0.093 | 0.057 | 0.128 | 0.018 | 5.114 | 0.000 |
| RankPostdoc | 0.004 | -0.032 | 0.040 | 0.018 | 0.214 | 0.830 |
| RankProf | -0.065 | -0.104 | -0.026 | 0.020 | -3.280 | 0.001 |
| GenderFemale | 0.025 | -0.089 | 0.138 | 0.058 | 0.423 | 0.672 |
| GenderMale | 0.086 | -0.028 | 0.199 | 0.058 | 1.484 | 0.138 |
| ResearchNo | -0.164 | -0.215 | -0.114 | 0.026 | -6.395 | 0.000 |
| SupportNo | 0.028 | -0.003 | 0.059 | 0.016 | 1.795 | 0.073 |
| PeerNorms | -0.095 | -0.110 | -0.079 | 0.008 | -12.013 | 0.000 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 1.893 | 1.775 | 2.012 | 0.061 | 31.291 | 0.000 |
| FieldArts & Hum | -0.162 | -0.219 | -0.105 | 0.029 | -5.570 | 0.000 |
| FieldEng & Nat | 0.008 | -0.036 | 0.052 | 0.022 | 0.368 | 0.713 |
| FieldBio & Life | 0.090 | 0.054 | 0.126 | 0.018 | 4.926 | 0.000 |
| RankPostdoc | -0.024 | -0.061 | 0.014 | 0.019 | -1.246 | 0.213 |
| RankProf | -0.118 | -0.159 | -0.077 | 0.021 | -5.680 | 0.000 |
| GenderFemale | 0.011 | -0.103 | 0.126 | 0.058 | 0.197 | 0.844 |
| GenderMale | 0.077 | -0.037 | 0.191 | 0.058 | 1.319 | 0.187 |
| ResearchNo | -0.156 | -0.207 | -0.106 | 0.026 | -6.048 | 0.000 |
| SupportNo | 0.027 | -0.004 | 0.057 | 0.016 | 1.704 | 0.088 |
| WorkPress | 0.073 | 0.057 | 0.089 | 0.008 | 8.788 | 0.000 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 1.818 | 1.701 | 1.936 | 0.060 | 30.341 | 0.000 |
| FieldArts & Hum | -0.156 | -0.212 | -0.100 | 0.029 | -5.439 | 0.000 |
| FieldEng & Nat | 0.007 | -0.037 | 0.050 | 0.022 | 0.309 | 0.757 |
| FieldBio & Life | 0.103 | 0.067 | 0.138 | 0.018 | 5.696 | 0.000 |
| RankPostdoc | -0.014 | -0.050 | 0.022 | 0.018 | -0.779 | 0.436 |
| RankProf | -0.056 | -0.095 | -0.017 | 0.020 | -2.838 | 0.005 |
| GenderFemale | 0.057 | -0.056 | 0.171 | 0.058 | 0.993 | 0.321 |
| GenderMale | 0.125 | 0.013 | 0.238 | 0.058 | 2.180 | 0.029 |
| ResearchNo | -0.166 | -0.216 | -0.116 | 0.025 | -6.524 | 0.000 |
| SupportNo | 0.030 | -0.001 | 0.060 | 0.015 | 1.924 | 0.054 |
| PubPress | 0.121 | 0.106 | 0.137 | 0.008 | 15.451 | 0.000 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 1.900 | 1.780 | 2.019 | 0.061 | 31.275 | 0.000 |
| FieldArts & Hum | -0.151 | -0.209 | -0.094 | 0.029 | -5.178 | 0.000 |
| FieldEng & Nat | -0.011 | -0.056 | 0.033 | 0.023 | -0.490 | 0.624 |
| FieldBio & Life | 0.077 | 0.041 | 0.113 | 0.018 | 4.179 | 0.000 |
| RankPostdoc | -0.027 | -0.065 | 0.012 | 0.019 | -1.369 | 0.171 |
| RankProf | -0.095 | -0.135 | -0.055 | 0.020 | -4.642 | 0.000 |
| GenderFemale | 0.010 | -0.104 | 0.125 | 0.059 | 0.178 | 0.859 |
| GenderMale | 0.074 | -0.040 | 0.188 | 0.058 | 1.267 | 0.205 |
| ResearchNo | -0.153 | -0.204 | -0.102 | 0.026 | -5.882 | 0.000 |
| SupportNo | 0.027 | -0.004 | 0.057 | 0.016 | 1.691 | 0.091 |
| FundPress | 0.065 | 0.048 | 0.083 | 0.009 | 7.222 | 0.000 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 1.875 | 1.756 | 1.993 | 0.060 | 31.036 | 0.000 |
| FieldArts & Hum | -0.165 | -0.221 | -0.108 | 0.029 | -5.668 | 0.000 |
| FieldEng & Nat | 0.007 | -0.036 | 0.051 | 0.022 | 0.334 | 0.739 |
| FieldBio & Life | 0.083 | 0.047 | 0.119 | 0.018 | 4.550 | 0.000 |
| RankPostdoc | -0.003 | -0.039 | 0.033 | 0.018 | -0.164 | 0.869 |
| RankProf | -0.088 | -0.127 | -0.049 | 0.020 | -4.402 | 0.000 |
| GenderFemale | 0.027 | -0.087 | 0.142 | 0.058 | 0.469 | 0.639 |
| GenderMale | 0.080 | -0.034 | 0.193 | 0.058 | 1.373 | 0.170 |
| ResearchNo | -0.169 | -0.219 | -0.118 | 0.026 | -6.557 | 0.000 |
| SupportNo | 0.022 | -0.009 | 0.052 | 0.016 | 1.376 | 0.169 |
| Competitive | 0.081 | 0.065 | 0.096 | 0.008 | 10.179 | 0.000 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 1.886 | 1.767 | 2.006 | 0.061 | 30.996 | 0.000 |
| FieldArts & Hum | -0.143 | -0.201 | -0.085 | 0.030 | -4.830 | 0.000 |
| FieldEng & Nat | 0.004 | -0.041 | 0.048 | 0.023 | 0.163 | 0.871 |
| FieldBio & Life | 0.090 | 0.053 | 0.126 | 0.018 | 4.859 | 0.000 |
| RankPostdoc | 0.013 | -0.024 | 0.049 | 0.019 | 0.674 | 0.500 |
| RankProf | -0.077 | -0.117 | -0.038 | 0.020 | -3.814 | 0.000 |
| GenderFemale | 0.002 | -0.113 | 0.117 | 0.059 | 0.034 | 0.973 |
| GenderMale | 0.051 | -0.063 | 0.165 | 0.058 | 0.878 | 0.380 |
| ResearchNo | -0.165 | -0.217 | -0.113 | 0.026 | -6.261 | 0.000 |
| SupportNo | 0.030 | -0.001 | 0.061 | 0.016 | 1.898 | 0.058 |
| DetectCol | 0.003 | -0.014 | 0.021 | 0.009 | 0.345 | 0.730 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 1.891 | 1.772 | 2.011 | 0.061 | 31.063 | 0.000 |
| FieldArts & Hum | -0.144 | -0.202 | -0.086 | 0.030 | -4.845 | 0.000 |
| FieldEng & Nat | 0.000 | -0.045 | 0.044 | 0.023 | -0.014 | 0.989 |
| FieldBio & Life | 0.089 | 0.053 | 0.126 | 0.019 | 4.811 | 0.000 |
| RankPostdoc | 0.007 | -0.030 | 0.043 | 0.019 | 0.353 | 0.724 |
| RankProf | -0.082 | -0.122 | -0.042 | 0.020 | -4.028 | 0.000 |
| GenderFemale | 0.005 | -0.110 | 0.120 | 0.059 | 0.091 | 0.927 |
| GenderMale | 0.054 | -0.061 | 0.168 | 0.058 | 0.919 | 0.358 |
| ResearchNo | -0.160 | -0.212 | -0.108 | 0.027 | -6.002 | 0.000 |
| SupportNo | 0.029 | -0.002 | 0.061 | 0.016 | 1.853 | 0.064 |
| DetectRev | 0.001 | -0.015 | 0.017 | 0.008 | 0.116 | 0.908 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 1.885 | 1.766 | 2.004 | 0.061 | 30.988 | 0.000 |
| FieldArts & Hum | -0.152 | -0.209 | -0.094 | 0.029 | -5.187 | 0.000 |
| FieldEng & Nat | 0.007 | -0.037 | 0.051 | 0.023 | 0.300 | 0.764 |
| FieldBio & Life | 0.094 | 0.058 | 0.130 | 0.018 | 5.148 | 0.000 |
| RankPostdoc | 0.016 | -0.021 | 0.052 | 0.018 | 0.845 | 0.398 |
| RankProf | -0.079 | -0.119 | -0.039 | 0.020 | -3.868 | 0.000 |
| GenderFemale | 0.001 | -0.114 | 0.116 | 0.059 | 0.012 | 0.990 |
| GenderMale | 0.049 | -0.065 | 0.163 | 0.058 | 0.839 | 0.402 |
| ResearchNo | -0.171 | -0.222 | -0.120 | 0.026 | -6.597 | 0.000 |
| SupportNo | 0.026 | -0.005 | 0.057 | 0.016 | 1.647 | 0.100 |
| Mentoring | -0.023 | -0.038 | -0.007 | 0.008 | -2.906 | 0.004 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 1.863 | 1.745 | 1.982 | 0.060 | 30.941 | 0.000 |
| FieldArts & Hum | -0.180 | -0.237 | -0.123 | 0.029 | -6.197 | 0.000 |
| FieldEng & Nat | 0.018 | -0.026 | 0.062 | 0.022 | 0.792 | 0.428 |
| FieldBio & Life | 0.092 | 0.057 | 0.128 | 0.018 | 5.092 | 0.000 |
| RankPostdoc | -0.017 | -0.053 | 0.019 | 0.018 | -0.906 | 0.365 |
| RankProf | -0.071 | -0.110 | -0.032 | 0.020 | -3.568 | 0.000 |
| GenderFemale | 0.024 | -0.090 | 0.138 | 0.058 | 0.418 | 0.676 |
| GenderMale | 0.095 | -0.018 | 0.209 | 0.058 | 1.645 | 0.100 |
| ResearchNo | -0.163 | -0.213 | -0.112 | 0.026 | -6.339 | 0.000 |
| SupportNo | 0.021 | -0.010 | 0.051 | 0.016 | 1.337 | 0.181 |
| OrgJust | -0.108 | -0.126 | -0.091 | 0.009 | -12.148 | 0.000 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 1.856 | 1.730 | 1.981 | 0.064 | 29.033 | 0.000 |
| FieldArts & Hum | -0.038 | -0.154 | 0.078 | 0.059 | -0.640 | 0.522 |
| FieldEng & Nat | 0.077 | -0.003 | 0.158 | 0.041 | 1.885 | 0.059 |
| FieldBio & Life | 0.088 | 0.022 | 0.155 | 0.034 | 2.623 | 0.009 |
| RankPostdoc | 0.049 | -0.019 | 0.116 | 0.034 | 1.418 | 0.156 |
| RankProf | -0.036 | -0.108 | 0.037 | 0.037 | -0.957 | 0.339 |
| GenderFemale | 0.006 | -0.109 | 0.121 | 0.059 | 0.095 | 0.924 |
| GenderMale | 0.050 | -0.064 | 0.165 | 0.058 | 0.861 | 0.389 |
| ResearchNo | -0.168 | -0.219 | -0.117 | 0.026 | -6.488 | 0.000 |
| SupportNo | 0.025 | -0.006 | 0.056 | 0.016 | 1.576 | 0.115 |
| FieldArts & Hum:RankPostdoc | -0.147 | -0.288 | -0.006 | 0.072 | -2.038 | 0.042 |
| FieldEng & Nat:RankPostdoc | -0.067 | -0.169 | 0.035 | 0.052 | -1.293 | 0.196 |
| FieldBio & Life:RankPostdoc | -0.004 | -0.091 | 0.083 | 0.044 | -0.095 | 0.924 |
| FieldArts & Hum:RankProf | -0.134 | -0.285 | 0.017 | 0.077 | -1.739 | 0.082 |
| FieldEng & Nat:RankProf | -0.137 | -0.247 | -0.027 | 0.056 | -2.446 | 0.014 |
| FieldBio & Life:RankProf | 0.020 | -0.072 | 0.113 | 0.047 | 0.433 | 0.665 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 1.886 | 1.768 | 2.004 | 0.060 | 31.229 | 0.000 |
| FieldArts & Hum | -0.147 | -0.204 | -0.090 | 0.029 | -5.027 | 0.000 |
| FieldEng & Nat | 0.009 | -0.035 | 0.053 | 0.022 | 0.399 | 0.690 |
| FieldBio & Life | 0.083 | 0.048 | 0.119 | 0.018 | 4.584 | 0.000 |
| RankPostdoc | -0.004 | -0.040 | 0.032 | 0.018 | -0.232 | 0.816 |
| RankProf | -0.090 | -0.129 | -0.051 | 0.020 | -4.502 | 0.000 |
| GenderFemale | 0.016 | -0.098 | 0.131 | 0.058 | 0.279 | 0.780 |
| GenderMale | 0.066 | -0.047 | 0.180 | 0.058 | 1.146 | 0.252 |
| ResearchNo | -0.161 | -0.212 | -0.111 | 0.026 | -6.249 | 0.000 |
| SupportNo | 0.023 | -0.008 | 0.053 | 0.016 | 1.442 | 0.149 |
| Competitive | 0.069 | 0.040 | 0.098 | 0.015 | 4.666 | 0.000 |
| FieldArts & Hum:Competitive | -0.092 | -0.149 | -0.035 | 0.029 | -3.149 | 0.002 |
| FieldEng & Nat:Competitive | 0.043 | 0.000 | 0.087 | 0.022 | 1.967 | 0.049 |
| FieldBio & Life:Competitive | 0.026 | -0.011 | 0.064 | 0.019 | 1.384 | 0.166 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 1.886 | 1.766 | 2.005 | 0.061 | 30.972 | 0.000 |
| FieldArts & Hum | -0.141 | -0.199 | -0.083 | 0.030 | -4.773 | 0.000 |
| FieldEng & Nat | 0.004 | -0.041 | 0.048 | 0.023 | 0.155 | 0.877 |
| FieldBio & Life | 0.090 | 0.054 | 0.126 | 0.018 | 4.868 | 0.000 |
| RankPostdoc | 0.013 | -0.024 | 0.049 | 0.019 | 0.686 | 0.493 |
| RankProf | -0.077 | -0.117 | -0.037 | 0.020 | -3.803 | 0.000 |
| GenderFemale | 0.003 | -0.112 | 0.117 | 0.059 | 0.043 | 0.966 |
| GenderMale | 0.052 | -0.063 | 0.166 | 0.058 | 0.884 | 0.377 |
| ResearchNo | -0.165 | -0.217 | -0.113 | 0.026 | -6.257 | 0.000 |
| SupportNo | 0.030 | -0.001 | 0.062 | 0.016 | 1.914 | 0.056 |
| DetectCol | 0.003 | -0.030 | 0.037 | 0.017 | 0.201 | 0.841 |
| FieldArts & Hum:DetectCol | 0.023 | -0.046 | 0.092 | 0.035 | 0.658 | 0.510 |
| FieldEng & Nat:DetectCol | 0.003 | -0.048 | 0.054 | 0.026 | 0.115 | 0.908 |
| FieldBio & Life:DetectCol | -0.007 | -0.049 | 0.036 | 0.022 | -0.311 | 0.756 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 1.891 | 1.771 | 2.010 | 0.061 | 31.055 | 0.000 |
| FieldArts & Hum | -0.142 | -0.200 | -0.084 | 0.030 | -4.788 | 0.000 |
| FieldEng & Nat | 0.002 | -0.043 | 0.047 | 0.023 | 0.081 | 0.936 |
| FieldBio & Life | 0.090 | 0.054 | 0.126 | 0.019 | 4.852 | 0.000 |
| RankPostdoc | 0.008 | -0.029 | 0.045 | 0.019 | 0.420 | 0.674 |
| RankProf | -0.081 | -0.121 | -0.041 | 0.020 | -3.967 | 0.000 |
| GenderFemale | 0.005 | -0.110 | 0.120 | 0.059 | 0.082 | 0.934 |
| GenderMale | 0.053 | -0.061 | 0.167 | 0.058 | 0.910 | 0.363 |
| ResearchNo | -0.159 | -0.211 | -0.107 | 0.027 | -5.969 | 0.000 |
| SupportNo | 0.029 | -0.002 | 0.060 | 0.016 | 1.826 | 0.068 |
| DetectRev | 0.015 | -0.015 | 0.045 | 0.015 | 0.995 | 0.320 |
| FieldArts & Hum:DetectRev | 0.012 | -0.046 | 0.071 | 0.030 | 0.414 | 0.679 |
| FieldEng & Nat:DetectRev | -0.051 | -0.096 | -0.005 | 0.023 | -2.187 | 0.029 |
| FieldBio & Life:DetectRev | -0.012 | -0.051 | 0.027 | 0.020 | -0.602 | 0.547 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 1.899 | 1.780 | 2.019 | 0.061 | 31.245 | 0.000 |
| FieldArts & Hum | -0.151 | -0.208 | -0.094 | 0.029 | -5.164 | 0.000 |
| FieldEng & Nat | -0.011 | -0.056 | 0.033 | 0.023 | -0.500 | 0.617 |
| FieldBio & Life | 0.077 | 0.040 | 0.113 | 0.019 | 4.115 | 0.000 |
| RankPostdoc | -0.025 | -0.064 | 0.013 | 0.020 | -1.282 | 0.200 |
| RankProf | -0.095 | -0.136 | -0.054 | 0.021 | -4.525 | 0.000 |
| GenderFemale | 0.011 | -0.104 | 0.125 | 0.059 | 0.184 | 0.854 |
| GenderMale | 0.074 | -0.040 | 0.189 | 0.058 | 1.275 | 0.202 |
| ResearchNo | -0.153 | -0.204 | -0.102 | 0.026 | -5.870 | 0.000 |
| SupportNo | 0.027 | -0.004 | 0.057 | 0.016 | 1.686 | 0.092 |
| FundPress | 0.066 | 0.035 | 0.096 | 0.016 | 4.211 | 0.000 |
| RankPostdoc:FundPress | -0.006 | -0.047 | 0.036 | 0.021 | -0.265 | 0.791 |
| RankProf:FundPress | 0.006 | -0.038 | 0.050 | 0.023 | 0.250 | 0.803 |
| term | estimate | min95 | max95 | std.error | t.value | p.value |
|---|---|---|---|---|---|---|
| (Intercept) | 1.825 | 1.707 | 1.942 | 0.060 | 30.442 | 0.000 |
| FieldArts & Hum | -0.149 | -0.205 | -0.092 | 0.029 | -5.166 | 0.000 |
| FieldEng & Nat | 0.007 | -0.037 | 0.050 | 0.022 | 0.313 | 0.754 |
| FieldBio & Life | 0.103 | 0.068 | 0.138 | 0.018 | 5.711 | 0.000 |
| RankPostdoc | -0.012 | -0.048 | 0.024 | 0.018 | -0.651 | 0.515 |
| RankProf | -0.055 | -0.094 | -0.016 | 0.020 | -2.784 | 0.005 |
| GenderFemale | 0.051 | -0.063 | 0.164 | 0.058 | 0.874 | 0.382 |
| GenderMale | 0.117 | 0.005 | 0.230 | 0.058 | 2.040 | 0.041 |
| ResearchNo | -0.164 | -0.214 | -0.114 | 0.026 | -6.423 | 0.000 |
| SupportNo | 0.029 | -0.001 | 0.059 | 0.015 | 1.866 | 0.062 |
| PubPress | 0.117 | 0.089 | 0.145 | 0.014 | 8.150 | 0.000 |
| FieldArts & Hum:PubPress | -0.061 | -0.115 | -0.007 | 0.028 | -2.219 | 0.027 |
| FieldEng & Nat:PubPress | 0.030 | -0.012 | 0.073 | 0.021 | 1.420 | 0.156 |
| FieldBio & Life:PubPress | 0.009 | -0.028 | 0.046 | 0.019 | 0.470 | 0.638 |
| term | estimate | std.error | t.value | p.value | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| (Intercept) | -0.179 | 0.204 | -0.877 | 0.381 | NA | NA | NA |
| FieldArts & Hum | -0.287 | 0.100 | -2.878 | 0.004 | 0.750 | 0.617 | 0.912 |
| FieldEng & Nat | -0.019 | 0.077 | -0.245 | 0.806 | 0.981 | 0.845 | 1.140 |
| FieldBio & Life | 0.211 | 0.063 | 3.369 | 0.001 | 1.235 | 1.092 | 1.396 |
| RankPostdoc | -0.146 | 0.068 | -2.165 | 0.030 | 0.864 | 0.757 | 0.986 |
| RankProf | -0.197 | 0.075 | -2.613 | 0.009 | 0.821 | 0.709 | 0.952 |
| GenderFemale | 0.157 | 0.196 | 0.804 | 0.421 | 1.170 | 0.798 | 1.717 |
| GenderMale | 0.425 | 0.195 | 2.178 | 0.029 | 1.530 | 1.043 | 2.243 |
| ResearchNo | -0.271 | 0.089 | -3.045 | 0.002 | 0.762 | 0.640 | 0.908 |
| SupportNo | 0.078 | 0.053 | 1.469 | 0.142 | 1.081 | 0.974 | 1.200 |
| SciNorms | -0.134 | 0.029 | -4.670 | 0.000 | 0.875 | 0.827 | 0.925 |
| PeerNorms | -0.093 | 0.031 | -2.998 | 0.003 | 0.911 | 0.857 | 0.968 |
| WorkPress | 0.042 | 0.031 | 1.334 | 0.182 | 1.043 | 0.980 | 1.109 |
| PubPress | 0.197 | 0.034 | 5.804 | 0.000 | 1.218 | 1.140 | 1.302 |
| FundPress | 0.008 | 0.034 | 0.240 | 0.811 | 1.008 | 0.943 | 1.078 |
| Competitive | 0.043 | 0.034 | 1.248 | 0.212 | 1.043 | 0.976 | 1.116 |
| DetectCol | -0.007 | 0.035 | -0.202 | 0.840 | 0.993 | 0.927 | 1.063 |
| DetectRev | -0.008 | 0.031 | -0.248 | 0.804 | 0.992 | 0.933 | 1.055 |
| Mentoring | 0.011 | 0.030 | 0.382 | 0.703 | 1.011 | 0.954 | 1.072 |
| OrgJust | -0.094 | 0.038 | -2.470 | 0.014 | 0.910 | 0.845 | 0.981 |
| term | estimate | std.error | t.value | p.value | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| (Intercept) | 0.013 | 0.199 | 0.067 | 0.946 | NA | NA | NA |
| FieldArts & Hum | -0.244 | 0.096 | -2.547 | 0.011 | 0.784 | 0.650 | 0.945 |
| FieldEng & Nat | -0.054 | 0.073 | -0.731 | 0.465 | 0.948 | 0.821 | 1.094 |
| FieldBio & Life | 0.192 | 0.060 | 3.211 | 0.001 | 1.211 | 1.077 | 1.361 |
| RankPostdoc | -0.018 | 0.060 | -0.293 | 0.770 | 0.983 | 0.874 | 1.105 |
| RankProf | -0.206 | 0.065 | -3.141 | 0.002 | 0.814 | 0.716 | 0.926 |
| GenderFemale | -0.042 | 0.192 | -0.222 | 0.824 | 0.958 | 0.658 | 1.395 |
| GenderMale | 0.139 | 0.190 | 0.730 | 0.466 | 1.149 | 0.791 | 1.669 |
| ResearchNo | -0.327 | 0.085 | -3.838 | 0.000 | 0.721 | 0.610 | 0.852 |
| SupportNo | 0.086 | 0.051 | 1.673 | 0.094 | 1.090 | 0.985 | 1.205 |
| term | estimate | std.error | t.value | p.value | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| (Intercept) | -0.031 | 0.199 | -0.158 | 0.875 | NA | NA | NA |
| FieldArts & Hum | -0.238 | 0.096 | -2.482 | 0.013 | 0.788 | 0.653 | 0.951 |
| FieldEng & Nat | -0.045 | 0.074 | -0.605 | 0.545 | 0.956 | 0.828 | 1.105 |
| FieldBio & Life | 0.190 | 0.060 | 3.173 | 0.002 | 1.209 | 1.075 | 1.359 |
| RankPostdoc | 0.021 | 0.061 | 0.348 | 0.728 | 1.021 | 0.907 | 1.151 |
| RankProf | -0.155 | 0.067 | -2.327 | 0.020 | 0.856 | 0.751 | 0.976 |
| GenderFemale | -0.032 | 0.192 | -0.166 | 0.868 | 0.969 | 0.665 | 1.412 |
| GenderMale | 0.155 | 0.191 | 0.814 | 0.416 | 1.168 | 0.803 | 1.699 |
| ResearchNo | -0.334 | 0.085 | -3.915 | 0.000 | 0.716 | 0.606 | 0.846 |
| SupportNo | 0.085 | 0.051 | 1.656 | 0.098 | 1.089 | 0.984 | 1.205 |
| SciNorms | -0.112 | 0.027 | -4.170 | 0.000 | 0.894 | 0.848 | 0.942 |
| term | estimate | std.error | t.value | p.value | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| (Intercept) | -0.056 | 0.200 | -0.280 | 0.780 | NA | NA | NA |
| FieldArts & Hum | -0.254 | 0.096 | -2.635 | 0.008 | 0.776 | 0.643 | 0.937 |
| FieldEng & Nat | -0.016 | 0.074 | -0.210 | 0.834 | 0.985 | 0.852 | 1.138 |
| FieldBio & Life | 0.196 | 0.060 | 3.267 | 0.001 | 1.217 | 1.082 | 1.369 |
| RankPostdoc | -0.055 | 0.061 | -0.909 | 0.363 | 0.946 | 0.841 | 1.066 |
| RankProf | -0.202 | 0.066 | -3.070 | 0.002 | 0.817 | 0.718 | 0.929 |
| GenderFemale | 0.016 | 0.193 | 0.081 | 0.935 | 1.016 | 0.696 | 1.483 |
| GenderMale | 0.227 | 0.192 | 1.183 | 0.237 | 1.255 | 0.861 | 1.828 |
| ResearchNo | -0.323 | 0.086 | -3.769 | 0.000 | 0.724 | 0.612 | 0.856 |
| SupportNo | 0.088 | 0.052 | 1.700 | 0.089 | 1.092 | 0.987 | 1.208 |
| PeerNorms | -0.212 | 0.026 | -8.160 | 0.000 | 0.809 | 0.769 | 0.851 |
| term | estimate | std.error | t.value | p.value | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| (Intercept) | 0.042 | 0.199 | 0.209 | 0.834 | NA | NA | NA |
| FieldArts & Hum | -0.279 | 0.096 | -2.899 | 0.004 | 0.757 | 0.627 | 0.914 |
| FieldEng & Nat | -0.051 | 0.074 | -0.687 | 0.492 | 0.951 | 0.823 | 1.098 |
| FieldBio & Life | 0.189 | 0.060 | 3.149 | 0.002 | 1.208 | 1.074 | 1.358 |
| RankPostdoc | -0.119 | 0.062 | -1.911 | 0.056 | 0.888 | 0.785 | 1.003 |
| RankProf | -0.323 | 0.069 | -4.713 | 0.000 | 0.724 | 0.633 | 0.828 |
| GenderFemale | -0.013 | 0.192 | -0.066 | 0.948 | 0.987 | 0.678 | 1.439 |
| GenderMale | 0.207 | 0.191 | 1.084 | 0.278 | 1.231 | 0.846 | 1.790 |
| ResearchNo | -0.302 | 0.085 | -3.537 | 0.000 | 0.739 | 0.625 | 0.874 |
| SupportNo | 0.085 | 0.052 | 1.640 | 0.101 | 1.088 | 0.984 | 1.204 |
| WorkPress | 0.168 | 0.027 | 6.187 | 0.000 | 1.183 | 1.121 | 1.247 |
| term | estimate | std.error | t.value | p.value | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| (Intercept) | -0.127 | 0.200 | -0.631 | 0.528 | NA | NA | NA |
| FieldArts & Hum | -0.267 | 0.097 | -2.767 | 0.006 | 0.766 | 0.634 | 0.925 |
| FieldEng & Nat | -0.055 | 0.074 | -0.737 | 0.461 | 0.947 | 0.819 | 1.095 |
| FieldBio & Life | 0.219 | 0.060 | 3.640 | 0.000 | 1.245 | 1.107 | 1.401 |
| RankPostdoc | -0.096 | 0.061 | -1.564 | 0.118 | 0.909 | 0.806 | 1.024 |
| RankProf | -0.183 | 0.066 | -2.767 | 0.006 | 0.833 | 0.732 | 0.948 |
| GenderFemale | 0.088 | 0.193 | 0.456 | 0.648 | 1.092 | 0.748 | 1.595 |
| GenderMale | 0.316 | 0.193 | 1.641 | 0.101 | 1.371 | 0.940 | 2.000 |
| ResearchNo | -0.329 | 0.086 | -3.832 | 0.000 | 0.719 | 0.608 | 0.851 |
| SupportNo | 0.092 | 0.052 | 1.782 | 0.075 | 1.097 | 0.991 | 1.214 |
| PubPress | 0.271 | 0.027 | 10.199 | 0.000 | 1.311 | 1.245 | 1.382 |
| term | estimate | std.error | t.value | p.value | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| (Intercept) | 0.052 | 0.199 | 0.260 | 0.795 | NA | NA | NA |
| FieldArts & Hum | -0.255 | 0.096 | -2.648 | 0.008 | 0.775 | 0.642 | 0.936 |
| FieldEng & Nat | -0.090 | 0.074 | -1.216 | 0.224 | 0.914 | 0.790 | 1.057 |
| FieldBio & Life | 0.161 | 0.060 | 2.675 | 0.007 | 1.175 | 1.044 | 1.322 |
| RankPostdoc | -0.118 | 0.064 | -1.851 | 0.064 | 0.888 | 0.784 | 1.007 |
| RankProf | -0.264 | 0.067 | -3.937 | 0.000 | 0.768 | 0.673 | 0.876 |
| GenderFemale | -0.015 | 0.192 | -0.078 | 0.938 | 0.985 | 0.676 | 1.435 |
| GenderMale | 0.195 | 0.191 | 1.021 | 0.307 | 1.216 | 0.836 | 1.769 |
| ResearchNo | -0.293 | 0.086 | -3.409 | 0.001 | 0.746 | 0.631 | 0.883 |
| SupportNo | 0.084 | 0.052 | 1.630 | 0.103 | 1.088 | 0.983 | 1.204 |
| FundPress | 0.137 | 0.030 | 4.633 | 0.000 | 1.147 | 1.082 | 1.216 |
| term | estimate | std.error | t.value | p.value | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| (Intercept) | -0.001 | 0.200 | -0.006 | 0.995 | NA | NA | NA |
| FieldArts & Hum | -0.287 | 0.096 | -2.979 | 0.003 | 0.751 | 0.622 | 0.907 |
| FieldEng & Nat | -0.053 | 0.074 | -0.714 | 0.475 | 0.949 | 0.821 | 1.096 |
| FieldBio & Life | 0.172 | 0.060 | 2.873 | 0.004 | 1.188 | 1.056 | 1.336 |
| RankPostdoc | -0.074 | 0.061 | -1.222 | 0.222 | 0.928 | 0.824 | 1.046 |
| RankProf | -0.257 | 0.066 | -3.881 | 0.000 | 0.773 | 0.679 | 0.881 |
| GenderFemale | 0.026 | 0.193 | 0.135 | 0.893 | 1.026 | 0.704 | 1.497 |
| GenderMale | 0.218 | 0.192 | 1.134 | 0.257 | 1.243 | 0.854 | 1.810 |
| ResearchNo | -0.332 | 0.086 | -3.885 | 0.000 | 0.717 | 0.607 | 0.848 |
| SupportNo | 0.072 | 0.052 | 1.400 | 0.162 | 1.075 | 0.971 | 1.190 |
| Competitive | 0.193 | 0.026 | 7.308 | 0.000 | 1.213 | 1.152 | 1.278 |
| term | estimate | std.error | t.value | p.value | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| (Intercept) | 0.012 | 0.199 | 0.059 | 0.953 | NA | NA | NA |
| FieldArts & Hum | -0.230 | 0.097 | -2.381 | 0.017 | 0.794 | 0.657 | 0.960 |
| FieldEng & Nat | -0.054 | 0.074 | -0.737 | 0.461 | 0.947 | 0.819 | 1.095 |
| FieldBio & Life | 0.193 | 0.060 | 3.215 | 0.001 | 1.213 | 1.078 | 1.365 |
| RankPostdoc | -0.030 | 0.061 | -0.501 | 0.616 | 0.970 | 0.861 | 1.093 |
| RankProf | -0.219 | 0.066 | -3.308 | 0.001 | 0.803 | 0.706 | 0.915 |
| GenderFemale | -0.031 | 0.192 | -0.163 | 0.871 | 0.969 | 0.666 | 1.411 |
| GenderMale | 0.152 | 0.191 | 0.798 | 0.425 | 1.164 | 0.801 | 1.692 |
| ResearchNo | -0.314 | 0.086 | -3.644 | 0.000 | 0.730 | 0.617 | 0.865 |
| SupportNo | 0.088 | 0.052 | 1.707 | 0.088 | 1.093 | 0.987 | 1.209 |
| DetectCol | -0.031 | 0.030 | -1.063 | 0.288 | 0.969 | 0.914 | 1.027 |
| term | estimate | std.error | t.value | p.value | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| (Intercept) | 0.024 | 0.199 | 0.118 | 0.906 | NA | NA | NA |
| FieldArts & Hum | -0.227 | 0.097 | -2.338 | 0.019 | 0.797 | 0.658 | 0.964 |
| FieldEng & Nat | -0.057 | 0.074 | -0.765 | 0.444 | 0.945 | 0.817 | 1.093 |
| FieldBio & Life | 0.195 | 0.060 | 3.234 | 0.001 | 1.216 | 1.080 | 1.368 |
| RankPostdoc | -0.038 | 0.061 | -0.623 | 0.533 | 0.963 | 0.854 | 1.085 |
| RankProf | -0.223 | 0.067 | -3.346 | 0.001 | 0.800 | 0.702 | 0.912 |
| GenderFemale | -0.031 | 0.192 | -0.164 | 0.870 | 0.969 | 0.666 | 1.411 |
| GenderMale | 0.148 | 0.191 | 0.777 | 0.437 | 1.159 | 0.798 | 1.684 |
| ResearchNo | -0.291 | 0.087 | -3.355 | 0.001 | 0.747 | 0.630 | 0.886 |
| SupportNo | 0.082 | 0.052 | 1.571 | 0.116 | 1.085 | 0.980 | 1.201 |
| DetectRev | -0.022 | 0.027 | -0.843 | 0.400 | 0.978 | 0.928 | 1.030 |
| term | estimate | std.error | t.value | p.value | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| (Intercept) | 0.029 | 0.199 | 0.148 | 0.882 | NA | NA | NA |
| FieldArts & Hum | -0.262 | 0.096 | -2.728 | 0.006 | 0.770 | 0.638 | 0.929 |
| FieldEng & Nat | -0.054 | 0.073 | -0.732 | 0.464 | 0.948 | 0.821 | 1.094 |
| FieldBio & Life | 0.203 | 0.060 | 3.400 | 0.001 | 1.226 | 1.090 | 1.378 |
| RankPostdoc | -0.038 | 0.060 | -0.622 | 0.534 | 0.963 | 0.856 | 1.084 |
| RankProf | -0.252 | 0.067 | -3.774 | 0.000 | 0.777 | 0.682 | 0.886 |
| GenderFemale | -0.033 | 0.192 | -0.173 | 0.862 | 0.967 | 0.664 | 1.409 |
| GenderMale | 0.146 | 0.191 | 0.767 | 0.443 | 1.158 | 0.796 | 1.682 |
| ResearchNo | -0.342 | 0.085 | -4.008 | 0.000 | 0.710 | 0.601 | 0.840 |
| SupportNo | 0.080 | 0.051 | 1.546 | 0.122 | 1.083 | 0.979 | 1.198 |
| Mentoring | -0.092 | 0.026 | -3.596 | 0.000 | 0.912 | 0.867 | 0.959 |
| term | estimate | std.error | t.value | p.value | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| (Intercept) | -0.026 | 0.200 | -0.130 | 0.896 | NA | NA | NA |
| FieldArts & Hum | -0.321 | 0.097 | -3.321 | 0.001 | 0.725 | 0.600 | 0.877 |
| FieldEng & Nat | -0.029 | 0.074 | -0.394 | 0.693 | 0.971 | 0.840 | 1.123 |
| FieldBio & Life | 0.195 | 0.060 | 3.253 | 0.001 | 1.216 | 1.081 | 1.367 |
| RankPostdoc | -0.103 | 0.061 | -1.680 | 0.093 | 0.902 | 0.800 | 1.017 |
| RankProf | -0.215 | 0.066 | -3.266 | 0.001 | 0.806 | 0.709 | 0.918 |
| GenderFemale | 0.016 | 0.193 | 0.081 | 0.936 | 1.016 | 0.696 | 1.482 |
| GenderMale | 0.250 | 0.192 | 1.301 | 0.193 | 1.284 | 0.881 | 1.871 |
| ResearchNo | -0.319 | 0.086 | -3.729 | 0.000 | 0.727 | 0.614 | 0.859 |
| SupportNo | 0.072 | 0.052 | 1.385 | 0.166 | 1.074 | 0.971 | 1.189 |
| OrgJust | -0.247 | 0.030 | -8.361 | 0.000 | 0.781 | 0.737 | 0.828 |
| term | estimate | std.error | t.value | p.value | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| (Intercept) | -0.033 | 0.209 | -0.158 | 0.874 | NA | NA | NA |
| FieldArts & Hum | -0.074 | 0.192 | -0.384 | 0.701 | 0.929 | 0.637 | 1.354 |
| FieldEng & Nat | 0.087 | 0.134 | 0.653 | 0.513 | 1.091 | 0.840 | 1.418 |
| FieldBio & Life | 0.192 | 0.110 | 1.753 | 0.080 | 1.212 | 0.978 | 1.503 |
| RankPostdoc | -0.012 | 0.111 | -0.105 | 0.917 | 0.988 | 0.795 | 1.229 |
| RankProf | -0.072 | 0.121 | -0.592 | 0.554 | 0.931 | 0.735 | 1.179 |
| GenderFemale | -0.032 | 0.192 | -0.169 | 0.865 | 0.968 | 0.665 | 1.410 |
| GenderMale | 0.142 | 0.191 | 0.744 | 0.457 | 1.152 | 0.793 | 1.675 |
| ResearchNo | -0.329 | 0.085 | -3.858 | 0.000 | 0.720 | 0.609 | 0.851 |
| SupportNo | 0.080 | 0.052 | 1.548 | 0.122 | 1.083 | 0.979 | 1.199 |
| FieldArts & Hum:RankPostdoc | -0.060 | 0.235 | -0.257 | 0.797 | 0.942 | 0.594 | 1.492 |
| FieldEng & Nat:RankPostdoc | -0.139 | 0.169 | -0.827 | 0.408 | 0.870 | 0.625 | 1.211 |
| FieldBio & Life:RankPostdoc | 0.071 | 0.145 | 0.489 | 0.625 | 1.073 | 0.808 | 1.425 |
| FieldArts & Hum:RankProf | -0.458 | 0.255 | -1.796 | 0.072 | 0.633 | 0.384 | 1.043 |
| FieldEng & Nat:RankProf | -0.266 | 0.182 | -1.461 | 0.144 | 0.766 | 0.536 | 1.095 |
| FieldBio & Life:RankProf | -0.088 | 0.154 | -0.575 | 0.566 | 0.915 | 0.677 | 1.237 |
| term | estimate | std.error | t.value | p.value | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| (Intercept) | 0.025 | 0.200 | 0.125 | 0.901 | NA | NA | NA |
| FieldArts & Hum | -0.251 | 0.097 | -2.591 | 0.010 | 0.778 | 0.644 | 0.941 |
| FieldEng & Nat | -0.053 | 0.074 | -0.714 | 0.475 | 0.949 | 0.820 | 1.097 |
| FieldBio & Life | 0.171 | 0.060 | 2.852 | 0.004 | 1.187 | 1.055 | 1.335 |
| RankPostdoc | -0.076 | 0.061 | -1.244 | 0.214 | 0.927 | 0.823 | 1.045 |
| RankProf | -0.259 | 0.066 | -3.904 | 0.000 | 0.772 | 0.678 | 0.879 |
| GenderFemale | 0.002 | 0.194 | 0.008 | 0.994 | 1.002 | 0.685 | 1.464 |
| GenderMale | 0.190 | 0.193 | 0.987 | 0.324 | 1.209 | 0.829 | 1.764 |
| ResearchNo | -0.319 | 0.086 | -3.717 | 0.000 | 0.727 | 0.614 | 0.860 |
| SupportNo | 0.075 | 0.052 | 1.452 | 0.146 | 1.078 | 0.974 | 1.193 |
| Competitive | 0.220 | 0.049 | 4.443 | 0.000 | 1.246 | 1.131 | 1.373 |
| FieldArts & Hum:Competitive | -0.241 | 0.097 | -2.484 | 0.013 | 0.786 | 0.649 | 0.950 |
| FieldEng & Nat:Competitive | 0.035 | 0.074 | 0.477 | 0.634 | 1.036 | 0.896 | 1.198 |
| FieldBio & Life:Competitive | -0.028 | 0.064 | -0.445 | 0.656 | 0.972 | 0.858 | 1.101 |
| term | estimate | std.error | t.value | p.value | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| (Intercept) | 0.011 | 0.199 | 0.053 | 0.958 | NA | NA | NA |
| FieldArts & Hum | -0.229 | 0.097 | -2.366 | 0.018 | 0.795 | 0.657 | 0.961 |
| FieldEng & Nat | -0.054 | 0.074 | -0.727 | 0.468 | 0.948 | 0.820 | 1.096 |
| FieldBio & Life | 0.193 | 0.060 | 3.209 | 0.001 | 1.213 | 1.078 | 1.365 |
| RankPostdoc | -0.030 | 0.061 | -0.499 | 0.618 | 0.970 | 0.861 | 1.093 |
| RankProf | -0.219 | 0.066 | -3.300 | 0.001 | 0.804 | 0.706 | 0.915 |
| GenderFemale | -0.030 | 0.192 | -0.156 | 0.876 | 0.970 | 0.666 | 1.413 |
| GenderMale | 0.153 | 0.191 | 0.804 | 0.421 | 1.166 | 0.802 | 1.694 |
| ResearchNo | -0.315 | 0.086 | -3.645 | 0.000 | 0.730 | 0.617 | 0.865 |
| SupportNo | 0.089 | 0.052 | 1.708 | 0.088 | 1.093 | 0.987 | 1.209 |
| DetectCol | -0.029 | 0.056 | -0.524 | 0.600 | 0.971 | 0.870 | 1.084 |
| FieldArts & Hum:DetectCol | 0.015 | 0.116 | 0.130 | 0.896 | 1.015 | 0.809 | 1.275 |
| FieldEng & Nat:DetectCol | -0.018 | 0.083 | -0.221 | 0.825 | 0.982 | 0.834 | 1.156 |
| FieldBio & Life:DetectCol | 0.002 | 0.071 | 0.024 | 0.981 | 1.002 | 0.871 | 1.151 |
| term | estimate | std.error | t.value | p.value | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| (Intercept) | 0.026 | 0.199 | 0.131 | 0.896 | NA | NA | NA |
| FieldArts & Hum | -0.220 | 0.097 | -2.253 | 0.024 | 0.803 | 0.663 | 0.972 |
| FieldEng & Nat | -0.054 | 0.074 | -0.726 | 0.468 | 0.947 | 0.819 | 1.096 |
| FieldBio & Life | 0.195 | 0.060 | 3.231 | 0.001 | 1.216 | 1.080 | 1.368 |
| RankPostdoc | -0.034 | 0.061 | -0.553 | 0.580 | 0.967 | 0.857 | 1.090 |
| RankProf | -0.220 | 0.067 | -3.302 | 0.001 | 0.802 | 0.704 | 0.914 |
| GenderFemale | -0.037 | 0.192 | -0.193 | 0.847 | 0.964 | 0.662 | 1.404 |
| GenderMale | 0.144 | 0.191 | 0.753 | 0.452 | 1.154 | 0.794 | 1.678 |
| ResearchNo | -0.290 | 0.087 | -3.340 | 0.001 | 0.748 | 0.631 | 0.887 |
| SupportNo | 0.082 | 0.052 | 1.569 | 0.117 | 1.085 | 0.980 | 1.201 |
| DetectRev | -0.033 | 0.050 | -0.661 | 0.509 | 0.967 | 0.877 | 1.067 |
| FieldArts & Hum:DetectRev | 0.199 | 0.098 | 2.040 | 0.041 | 1.220 | 1.008 | 1.477 |
| FieldEng & Nat:DetectRev | -0.067 | 0.076 | -0.892 | 0.373 | 0.935 | 0.806 | 1.084 |
| FieldBio & Life:DetectRev | 0.012 | 0.065 | 0.183 | 0.855 | 1.012 | 0.890 | 1.150 |
| term | estimate | std.error | t.value | p.value | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| (Intercept) | 0.047 | 0.199 | 0.234 | 0.815 | NA | NA | NA |
| FieldArts & Hum | -0.254 | 0.096 | -2.642 | 0.008 | 0.775 | 0.642 | 0.936 |
| FieldEng & Nat | -0.095 | 0.075 | -1.273 | 0.203 | 0.909 | 0.785 | 1.053 |
| FieldBio & Life | 0.157 | 0.061 | 2.573 | 0.010 | 1.170 | 1.038 | 1.318 |
| RankPostdoc | -0.114 | 0.065 | -1.753 | 0.080 | 0.892 | 0.786 | 1.014 |
| RankProf | -0.255 | 0.069 | -3.721 | 0.000 | 0.775 | 0.677 | 0.886 |
| GenderFemale | -0.017 | 0.192 | -0.089 | 0.929 | 0.983 | 0.675 | 1.432 |
| GenderMale | 0.195 | 0.191 | 1.021 | 0.307 | 1.216 | 0.836 | 1.769 |
| ResearchNo | -0.292 | 0.086 | -3.399 | 0.001 | 0.747 | 0.631 | 0.884 |
| SupportNo | 0.085 | 0.052 | 1.642 | 0.101 | 1.089 | 0.984 | 1.205 |
| FundPress | 0.114 | 0.051 | 2.255 | 0.024 | 1.121 | 1.015 | 1.237 |
| RankPostdoc:FundPress | 0.037 | 0.070 | 0.536 | 0.592 | 1.038 | 0.906 | 1.190 |
| RankProf:FundPress | 0.034 | 0.073 | 0.460 | 0.645 | 1.034 | 0.896 | 1.193 |
| term | estimate | std.error | t.value | p.value | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| (Intercept) | -0.116 | 0.201 | -0.577 | 0.564 | NA | NA | NA |
| FieldArts & Hum | -0.247 | 0.097 | -2.547 | 0.011 | 0.781 | 0.646 | 0.945 |
| FieldEng & Nat | -0.052 | 0.074 | -0.694 | 0.488 | 0.950 | 0.821 | 1.099 |
| FieldBio & Life | 0.221 | 0.060 | 3.649 | 0.000 | 1.247 | 1.107 | 1.403 |
| RankPostdoc | -0.093 | 0.061 | -1.522 | 0.128 | 0.911 | 0.808 | 1.027 |
| RankProf | -0.182 | 0.066 | -2.749 | 0.006 | 0.834 | 0.732 | 0.949 |
| GenderFemale | 0.075 | 0.194 | 0.386 | 0.700 | 1.078 | 0.737 | 1.575 |
| GenderMale | 0.301 | 0.193 | 1.559 | 0.119 | 1.351 | 0.926 | 1.972 |
| ResearchNo | -0.327 | 0.086 | -3.803 | 0.000 | 0.721 | 0.609 | 0.853 |
| SupportNo | 0.091 | 0.052 | 1.748 | 0.080 | 1.095 | 0.989 | 1.212 |
| PubPress | 0.325 | 0.049 | 6.659 | 0.000 | 1.384 | 1.258 | 1.523 |
| FieldArts & Hum:PubPress | -0.173 | 0.094 | -1.840 | 0.066 | 0.841 | 0.699 | 1.011 |
| FieldEng & Nat:PubPress | -0.040 | 0.073 | -0.546 | 0.585 | 0.961 | 0.833 | 1.108 |
| FieldBio & Life:PubPress | -0.071 | 0.064 | -1.114 | 0.265 | 0.931 | 0.821 | 1.056 |
| pars | est | se | z | p | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| alpha1 | 2.711 | 0.550 | 4.932 | 0.000 | NA | NA | NA |
| alpha2 | 9.488 | 74.600 | 0.127 | 0.899 | NA | NA | NA |
| Competitive | -0.132 | 0.183 | -0.723 | 0.470 | 0.876 | 0.612 | 1.254 |
| DetectCol | 0.030 | 0.217 | 0.140 | 0.889 | 1.031 | 0.674 | 1.576 |
| DetectRev | 0.478 | 0.179 | 2.675 | 0.007 | 1.613 | 1.136 | 2.291 |
| FieldArts & Hum | -0.287 | 0.422 | -0.680 | 0.496 | 0.751 | 0.329 | 1.715 |
| FieldBio & Life | -0.167 | 0.293 | -0.570 | 0.569 | 0.846 | 0.476 | 1.503 |
| FieldEng & Nat | -0.056 | 0.365 | -0.152 | 0.879 | 0.946 | 0.462 | 1.936 |
| FundPress | -0.072 | 0.188 | -0.381 | 0.703 | 0.931 | 0.644 | 1.346 |
| GenderFemale | -0.142 | 0.473 | -0.300 | 0.764 | 0.868 | 0.343 | 2.193 |
| GenderMale | 0.080 | 0.474 | 0.169 | 0.866 | 1.083 | 0.427 | 2.745 |
| Mentoring | -0.021 | 0.174 | -0.123 | 0.902 | 0.979 | 0.696 | 1.376 |
| OrgJust | 0.047 | 0.183 | 0.256 | 0.798 | 1.048 | 0.732 | 1.501 |
| PeerNorms | -0.184 | 0.164 | -1.120 | 0.263 | 0.832 | 0.603 | 1.148 |
| PubPress | -0.088 | 0.192 | -0.462 | 0.644 | 0.915 | 0.629 | 1.333 |
| RankPostdoc | 0.023 | 0.315 | 0.074 | 0.941 | 1.023 | 0.552 | 1.898 |
| RankProf | -0.418 | 0.358 | -1.168 | 0.243 | 0.658 | 0.326 | 1.328 |
| ResearchNo | 0.446 | 0.428 | 1.042 | 0.298 | 1.562 | 0.675 | 3.615 |
| SciNorms | 0.232 | 0.118 | 1.972 | 0.049 | 1.261 | 1.001 | 1.589 |
| SupportNo | 0.074 | 0.270 | 0.276 | 0.782 | 1.077 | 0.635 | 1.827 |
| WorkPress | 0.063 | 0.170 | 0.370 | 0.711 | 1.065 | 0.764 | 1.485 |
For \(i\in\{1,\dots,n\}%\), the proportional model is defined as
\[\mathrm{logit}(FF_i<{j}) = \alpha_j + \boldsymbol{x}'_i\boldsymbol\beta, \ \ \ \ j\in\{1,2\}\]
where \(FF\in\{0,1,2\}\) denotes the sum score on Falsification and Fabrication, \(\boldsymbol{x}_i=(1, x_1, \dots, x_p)'\) the vector with the constant and predictors scores, \(\alpha_1, \alpha_2\) are intercepts, and \(\boldsymbol{\beta}=(\beta_1,\dots,\beta_p)'\) the corresponding vector with regression coefficients.
For \(\boldsymbol{x}_i=\boldsymbol{0}\) (all predictors having value 0), the probability of having a sum score of 0 is computed as
\[\mathrm{odds}(FF_i<1\mid\boldsymbol{x}_i=\boldsymbol{0})=\exp(\alpha_1)=\exp(2.651)\approx14.2\] which corresponds to the probability
\[P(FF_i<1\mid\boldsymbol{x}_i=\boldsymbol{0})=\frac{\exp(\alpha_1)}{1+\exp(\alpha_1)}=\frac{14.2}{15.2}=0.934\] For \(\alpha_2=9.553\), the probability of having a sum score less than 2 (i.e. 0 or 1) is
\[P(FF_i<2\mid\boldsymbol{x}_i=\boldsymbol{0})=\frac{\exp(\alpha_2)}{1+\exp(\alpha_2)}=\frac{\exp(9.553)}{1+\exp(9.553)}\approx1\] The odds ratio of a predictor denotes the relative change in \[\mathrm{odds}(FF_i\leq0\mid\boldsymbol{x}_i=\boldsymbol{0})\] for a unit increase in predictor that predictor. Since the explanatory variable scale are standardized, a unit increase corresponds to a standard deviation increase. So for SciNorms with an odds ratio of 1.26 we have
\[\mathrm{odds}(FF<1\mid SciNorms=1)=1.26\times\mathrm{odds}(FF<1\mid SciNorms=0)\] holding the all other predictors constant. With all other predictors fixed at 0, the odds of a sum score of 0 for SciNorms = 1 are 17.9, which corresponds to a probability 0.947.
The figure below depicts the effect of SciNorms on \(P(FF<1)\) and \(P(FF<2)\), holding all other predictors at 0. To show the full length of the curves the scale for SciNorms runs from -25 to 5, but in the sample only scores where between -6.15 and 1.30 were observed, as denoted by the grey area in the plot.
| pars | est | se | z | p | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| alpha1 | 2.472 | 0.285 | 8.682 | 0.000 | NA | NA | NA |
| alpha2 | 6.203 | 2.015 | 3.078 | 0.002 | NA | NA | NA |
| FieldArts & Hum | -0.164 | 0.450 | -0.364 | 0.716 | 0.849 | 0.351 | 2.052 |
| FieldBio & Life | -0.314 | 0.279 | -1.128 | 0.259 | 0.730 | 0.423 | 1.261 |
| FieldEng & Nat | -0.082 | 0.345 | -0.238 | 0.812 | 0.921 | 0.468 | 1.812 |
| RankPostdoc | 0.166 | 0.288 | 0.576 | 0.564 | 1.181 | 0.671 | 2.076 |
| RankProf | -0.039 | 0.290 | -0.133 | 0.894 | 0.962 | 0.545 | 1.697 |
| ResearchNo | 0.438 | 0.460 | 0.952 | 0.341 | 1.549 | 0.629 | 3.815 |
| pars | est | se | z | p | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| alpha1 | 2.518 | 0.287 | 8.774 | 0.000 | NA | NA | NA |
| alpha2 | 6.039 | 1.655 | 3.649 | 0.000 | NA | NA | NA |
| FieldArts & Hum | -0.108 | 0.460 | -0.234 | 0.815 | 0.898 | 0.364 | 2.213 |
| FieldBio & Life | -0.303 | 0.277 | -1.097 | 0.273 | 0.738 | 0.429 | 1.270 |
| FieldEng & Nat | -0.062 | 0.347 | -0.178 | 0.858 | 0.940 | 0.477 | 1.854 |
| RankPostdoc | 0.141 | 0.289 | 0.490 | 0.624 | 1.152 | 0.654 | 2.029 |
| RankProf | -0.124 | 0.294 | -0.422 | 0.673 | 0.884 | 0.497 | 1.571 |
| ResearchNo | 0.419 | 0.457 | 0.917 | 0.359 | 1.520 | 0.621 | 3.721 |
| SciNorms | 0.159 | 0.119 | 1.331 | 0.183 | 1.172 | 0.928 | 1.480 |
| pars | est | se | z | p | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| alpha1 | 2.470 | 0.285 | 8.654 | 0.000 | NA | NA | NA |
| alpha2 | 6.995 | 5.730 | 1.221 | 0.222 | NA | NA | NA |
| FieldArts & Hum | -0.162 | 0.454 | -0.357 | 0.721 | 0.850 | 0.349 | 2.070 |
| FieldBio & Life | -0.331 | 0.280 | -1.182 | 0.237 | 0.718 | 0.415 | 1.244 |
| FieldEng & Nat | -0.073 | 0.345 | -0.213 | 0.831 | 0.929 | 0.473 | 1.826 |
| PeerNorms | -0.126 | 0.150 | -0.842 | 0.400 | 0.882 | 0.658 | 1.182 |
| RankPostdoc | 0.166 | 0.288 | 0.577 | 0.564 | 1.181 | 0.671 | 2.078 |
| RankProf | -0.026 | 0.289 | -0.091 | 0.927 | 0.974 | 0.553 | 1.715 |
| ResearchNo | 0.401 | 0.457 | 0.877 | 0.380 | 1.494 | 0.609 | 3.662 |
| pars | est | se | z | p | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| alpha1 | 2.464 | 0.284 | 8.681 | 0.000 | NA | NA | NA |
| alpha2 | 6.101 | 1.844 | 3.309 | 0.001 | NA | NA | NA |
| FieldArts & Hum | -0.162 | 0.447 | -0.362 | 0.717 | 0.851 | 0.355 | 2.041 |
| FieldBio & Life | -0.313 | 0.277 | -1.127 | 0.260 | 0.732 | 0.425 | 1.260 |
| FieldEng & Nat | -0.057 | 0.348 | -0.163 | 0.871 | 0.945 | 0.478 | 1.868 |
| PubPress | -0.136 | 0.152 | -0.895 | 0.371 | 0.873 | 0.648 | 1.176 |
| RankPostdoc | 0.206 | 0.291 | 0.705 | 0.481 | 1.228 | 0.694 | 2.174 |
| RankProf | -0.056 | 0.289 | -0.193 | 0.847 | 0.946 | 0.536 | 1.668 |
| ResearchNo | 0.493 | 0.466 | 1.058 | 0.290 | 1.637 | 0.657 | 4.080 |
| pars | est | se | z | p | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| alpha1 | 2.481 | 0.296 | 8.397 | 0.000 | NA | NA | NA |
| alpha2 | 6.144 | 2.036 | 3.018 | 0.003 | NA | NA | NA |
| FieldArts & Hum | -0.156 | 0.456 | -0.342 | 0.733 | 0.856 | 0.350 | 2.091 |
| FieldBio & Life | -0.307 | 0.285 | -1.075 | 0.283 | 0.736 | 0.421 | 1.287 |
| FieldEng & Nat | -0.042 | 0.356 | -0.117 | 0.907 | 0.959 | 0.477 | 1.929 |
| FundPress | -0.075 | 0.179 | -0.419 | 0.675 | 0.928 | 0.653 | 1.317 |
| RankPostdoc | 0.171 | 0.303 | 0.564 | 0.573 | 1.187 | 0.655 | 2.151 |
| RankProf | -0.053 | 0.299 | -0.179 | 0.858 | 0.948 | 0.528 | 1.702 |
| ResearchNo | 0.455 | 0.475 | 0.958 | 0.338 | 1.576 | 0.621 | 3.996 |
| pars | est | se | z | p | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| alpha1 | 2.481 | 0.296 | 8.397 | 0.000 | NA | NA | NA |
| alpha2 | 6.144 | 2.036 | 3.018 | 0.003 | NA | NA | NA |
| FieldArts & Hum | -0.156 | 0.456 | -0.342 | 0.733 | 0.856 | 0.350 | 2.091 |
| FieldBio & Life | -0.307 | 0.285 | -1.075 | 0.283 | 0.736 | 0.421 | 1.287 |
| FieldEng & Nat | -0.042 | 0.356 | -0.117 | 0.907 | 0.959 | 0.477 | 1.929 |
| FundPress | -0.075 | 0.179 | -0.419 | 0.675 | 0.928 | 0.653 | 1.317 |
| RankPostdoc | 0.171 | 0.303 | 0.564 | 0.573 | 1.187 | 0.655 | 2.151 |
| RankProf | -0.053 | 0.299 | -0.179 | 0.858 | 0.948 | 0.528 | 1.702 |
| ResearchNo | 0.455 | 0.475 | 0.958 | 0.338 | 1.576 | 0.621 | 3.996 |
| pars | est | se | z | p | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| alpha1 | 2.427 | 0.283 | 8.574 | 0.000 | NA | NA | NA |
| alpha2 | 5.810 | 1.526 | 3.807 | 0.000 | NA | NA | NA |
| Competitive | -0.132 | 0.155 | -0.848 | 0.397 | 0.877 | 0.646 | 1.189 |
| FieldArts & Hum | -0.154 | 0.442 | -0.347 | 0.729 | 0.858 | 0.360 | 2.041 |
| FieldBio & Life | -0.268 | 0.283 | -0.948 | 0.343 | 0.765 | 0.439 | 1.332 |
| FieldEng & Nat | -0.078 | 0.342 | -0.227 | 0.820 | 0.925 | 0.473 | 1.810 |
| RankPostdoc | 0.220 | 0.293 | 0.751 | 0.453 | 1.246 | 0.701 | 2.215 |
| RankProf | 0.029 | 0.300 | 0.095 | 0.924 | 1.029 | 0.572 | 1.852 |
| ResearchNo | 0.468 | 0.458 | 1.021 | 0.307 | 1.597 | 0.650 | 3.922 |
| pars | est | se | z | p | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| alpha1 | 2.512 | 0.291 | 8.643 | 0.000 | NA | NA | NA |
| alpha2 | 7.314 | 8.683 | 0.842 | 0.400 | NA | NA | NA |
| DetectCol | 0.243 | 0.180 | 1.352 | 0.176 | 1.276 | 0.896 | 1.815 |
| FieldArts & Hum | -0.234 | 0.433 | -0.539 | 0.590 | 0.791 | 0.338 | 1.851 |
| FieldBio & Life | -0.277 | 0.280 | -0.987 | 0.323 | 0.758 | 0.438 | 1.313 |
| FieldEng & Nat | -0.157 | 0.335 | -0.468 | 0.640 | 0.855 | 0.443 | 1.649 |
| RankPostdoc | 0.114 | 0.289 | 0.394 | 0.693 | 1.121 | 0.636 | 1.973 |
| RankProf | -0.116 | 0.294 | -0.395 | 0.693 | 0.891 | 0.501 | 1.584 |
| ResearchNo | 0.482 | 0.455 | 1.059 | 0.289 | 1.620 | 0.664 | 3.955 |
| pars | est | se | z | p |
|---|---|---|---|---|
| alpha1 | 2.62 | 0.30 | 8.80 | 0.00 |
| alpha2 | 8.40 | 14.58 | 0.58 | 0.56 |
| DetectRev | 0.49 | 0.14 | 3.53 | 0.00 |
| FieldArts & Hum | -0.32 | 0.40 | -0.78 | 0.43 |
| FieldBio & Life | -0.19 | 0.28 | -0.70 | 0.48 |
| FieldEng & Nat | -0.05 | 0.34 | -0.15 | 0.88 |
| RankPostdoc | 0.02 | 0.28 | 0.06 | 0.95 |
| RankProf | -0.22 | 0.29 | -0.77 | 0.44 |
| ResearchNo | 0.47 | 0.43 | 1.10 | 0.27 |
| pars | est | se | z | p | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| alpha1 | 2.473 | 0.286 | 8.654 | 0.000 | NA | NA | NA |
| alpha2 | 6.134 | 1.896 | 3.236 | 0.001 | NA | NA | NA |
| FieldArts & Hum | -0.167 | 0.448 | -0.373 | 0.709 | 0.846 | 0.351 | 2.037 |
| FieldBio & Life | -0.328 | 0.282 | -1.163 | 0.245 | 0.720 | 0.414 | 1.252 |
| FieldEng & Nat | -0.093 | 0.346 | -0.269 | 0.788 | 0.911 | 0.462 | 1.795 |
| Mentoring | 0.055 | 0.151 | 0.368 | 0.713 | 1.057 | 0.786 | 1.421 |
| RankPostdoc | 0.168 | 0.288 | 0.585 | 0.559 | 1.183 | 0.673 | 2.080 |
| RankProf | -0.013 | 0.298 | -0.044 | 0.965 | 0.987 | 0.550 | 1.772 |
| ResearchNo | 0.451 | 0.460 | 0.979 | 0.328 | 1.570 | 0.637 | 3.870 |
| pars | est | se | z | p | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| alpha1 | 2.433 | 0.279 | 8.712 | 0.000 | NA | NA | NA |
| alpha2 | 5.752 | 1.426 | 4.034 | 0.000 | NA | NA | NA |
| FieldArts & Hum | -0.113 | 0.437 | -0.259 | 0.796 | 0.893 | 0.380 | 2.101 |
| FieldBio & Life | -0.256 | 0.282 | -0.909 | 0.363 | 0.774 | 0.446 | 1.344 |
| FieldEng & Nat | -0.071 | 0.342 | -0.207 | 0.836 | 0.932 | 0.477 | 1.822 |
| OrgJust | 0.170 | 0.162 | 1.046 | 0.295 | 1.185 | 0.862 | 1.629 |
| RankPostdoc | 0.212 | 0.291 | 0.729 | 0.466 | 1.236 | 0.699 | 2.185 |
| RankProf | -0.015 | 0.292 | -0.051 | 0.960 | 0.985 | 0.556 | 1.745 |
| ResearchNo | 0.482 | 0.461 | 1.045 | 0.296 | 1.619 | 0.656 | 3.999 |
| pars | est | se | z | p | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| alpha1 | 2.420 | 0.285 | 8.500 | 0.000 | NA | NA | NA |
| alpha2 | 6.652 | 3.143 | 2.116 | 0.034 | NA | NA | NA |
| FieldArts & Hum | -0.172 | 0.481 | -0.358 | 0.720 | 0.842 | 0.328 | 2.162 |
| FieldBio & Life | -0.161 | 0.336 | -0.480 | 0.631 | 0.851 | 0.441 | 1.644 |
| FieldEng & Nat | -0.339 | 0.389 | -0.873 | 0.383 | 0.712 | 0.332 | 1.526 |
| PostDocxArtsHum | 0.344 | 0.576 | 0.598 | 0.550 | 1.411 | 0.456 | 4.363 |
| PostDocxBioLife | -0.142 | 0.440 | -0.324 | 0.746 | 0.867 | 0.366 | 2.055 |
| PostDocxEngNat | 0.086 | 0.492 | 0.176 | 0.860 | 1.090 | 0.416 | 2.858 |
| ProfDocxBioLife | -0.339 | 0.425 | -0.797 | 0.425 | 0.713 | 0.310 | 1.639 |
| ProfDocxEngNat | 0.673 | 0.523 | 1.287 | 0.198 | 1.959 | 0.703 | 5.457 |
| ProfxArtsHum | -0.393 | 0.549 | -0.717 | 0.473 | 0.675 | 0.230 | 1.977 |
| RankPostdoc | 0.200 | 0.354 | 0.566 | 0.572 | 1.222 | 0.610 | 2.447 |
| RankProf | 0.040 | 0.358 | 0.112 | 0.911 | 1.041 | 0.516 | 2.098 |
| ResearchNo | 0.366 | 0.440 | 0.831 | 0.406 | 1.441 | 0.608 | 3.416 |
| pars | est | se | z | p | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| alpha1 | 2.486 | 0.291 | 8.549 | 0.000 | NA | NA | NA |
| alpha2 | 5.536 | 1.107 | 5.001 | 0.000 | NA | NA | NA |
| Competitive | -0.372 | 0.252 | -1.472 | 0.141 | 0.690 | 0.420 | 1.131 |
| CompxArtsHum | -0.300 | 0.428 | -0.702 | 0.483 | 0.741 | 0.320 | 1.713 |
| CompxBioLife | 0.347 | 0.287 | 1.207 | 0.227 | 1.415 | 0.805 | 2.486 |
| CompxEngNat | 0.282 | 0.390 | 0.722 | 0.470 | 1.325 | 0.617 | 2.847 |
| FieldArts & Hum | 0.040 | 0.501 | 0.079 | 0.937 | 1.040 | 0.390 | 2.777 |
| FieldBio & Life | -0.339 | 0.290 | -1.168 | 0.243 | 0.712 | 0.403 | 1.259 |
| FieldEng & Nat | -0.138 | 0.357 | -0.386 | 0.699 | 0.871 | 0.433 | 1.754 |
| RankPostdoc | 0.244 | 0.295 | 0.828 | 0.408 | 1.276 | 0.716 | 2.273 |
| RankProf | 0.044 | 0.302 | 0.147 | 0.883 | 1.045 | 0.579 | 1.888 |
| ResearchNo | 0.536 | 0.463 | 1.159 | 0.246 | 1.710 | 0.690 | 4.236 |
| pars | est | se | z | p | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| alpha1 | 2.577 | 0.305 | 8.438 | 0.000 | NA | NA | NA |
| alpha2 | 6.382 | 2.394 | 2.666 | 0.008 | NA | NA | NA |
| DColxArtsHum | -0.021 | 0.505 | -0.041 | 0.967 | 0.979 | 0.364 | 2.637 |
| DColxBioLife | -0.346 | 0.323 | -1.071 | 0.284 | 0.707 | 0.376 | 1.333 |
| DColxEngNat | 0.547 | 0.384 | 1.425 | 0.154 | 1.727 | 0.814 | 3.665 |
| DetectCol | 0.317 | 0.280 | 1.133 | 0.257 | 1.373 | 0.793 | 2.375 |
| FieldArts & Hum | -0.248 | 0.456 | -0.545 | 0.586 | 0.780 | 0.319 | 1.907 |
| FieldBio & Life | -0.341 | 0.289 | -1.178 | 0.239 | 0.711 | 0.403 | 1.254 |
| FieldEng & Nat | 0.022 | 0.380 | 0.058 | 0.953 | 1.022 | 0.485 | 2.153 |
| RankPostdoc | 0.091 | 0.288 | 0.315 | 0.753 | 1.095 | 0.623 | 1.924 |
| RankProf | -0.174 | 0.290 | -0.599 | 0.549 | 0.841 | 0.476 | 1.484 |
| ResearchNo | 0.605 | 0.459 | 1.318 | 0.187 | 1.831 | 0.745 | 4.504 |
| pars | est | se | z | p | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| alpha1 | 2.668 | 0.315 | 8.459 | 0.000 | NA | NA | NA |
| alpha2 | 8.322 | 25.785 | 0.323 | 0.747 | NA | NA | NA |
| DetectRev | 0.501 | 0.222 | 2.257 | 0.024 | 1.650 | 1.068 | 2.550 |
| DRevxArtsHum | 0.276 | 0.364 | 0.758 | 0.449 | 1.318 | 0.646 | 2.688 |
| DRevxBioLife | -0.165 | 0.268 | -0.616 | 0.538 | 0.848 | 0.501 | 1.434 |
| DRevxEngNat | 0.351 | 0.382 | 0.920 | 0.357 | 1.421 | 0.672 | 3.003 |
| FieldArts & Hum | -0.171 | 0.460 | -0.372 | 0.710 | 0.843 | 0.342 | 2.078 |
| FieldBio & Life | -0.333 | 0.305 | -1.093 | 0.274 | 0.717 | 0.394 | 1.303 |
| FieldEng & Nat | 0.184 | 0.447 | 0.412 | 0.680 | 1.202 | 0.501 | 2.887 |
| RankPostdoc | 0.016 | 0.283 | 0.056 | 0.956 | 1.016 | 0.583 | 1.770 |
| RankProf | -0.253 | 0.285 | -0.886 | 0.375 | 0.777 | 0.444 | 1.358 |
| ResearchNo | 0.488 | 0.432 | 1.130 | 0.259 | 1.629 | 0.699 | 3.796 |
| pars | est | se | z | p | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| alpha1 | 2.489 | 0.299 | 8.311 | 0.000 | NA | NA | NA |
| alpha2 | 6.170 | 2.054 | 3.003 | 0.003 | NA | NA | NA |
| FieldArts & Hum | -0.164 | 0.453 | -0.363 | 0.717 | 0.849 | 0.349 | 2.062 |
| FieldBio & Life | -0.292 | 0.286 | -1.021 | 0.307 | 0.747 | 0.427 | 1.307 |
| FieldEng & Nat | -0.042 | 0.356 | -0.117 | 0.907 | 0.959 | 0.478 | 1.926 |
| FPressxPostdoc | -0.167 | 0.362 | -0.461 | 0.645 | 0.846 | 0.417 | 1.720 |
| FPressxProf | -0.004 | 0.352 | -0.011 | 0.991 | 0.996 | 0.500 | 1.986 |
| FundPress | -0.027 | 0.248 | -0.110 | 0.913 | 0.973 | 0.599 | 1.582 |
| RankPostdoc | 0.202 | 0.329 | 0.612 | 0.541 | 1.223 | 0.641 | 2.333 |
| RankProf | -0.071 | 0.304 | -0.235 | 0.814 | 0.931 | 0.513 | 1.689 |
| ResearchNo | 0.495 | 0.483 | 1.023 | 0.306 | 1.640 | 0.636 | 4.230 |
| pars | est | se | z | p | OddsRatio | min95 | max95 |
|---|---|---|---|---|---|---|---|
| alpha1 | 2.475 | 0.287 | 8.621 | 0.000 | NA | NA | NA |
| alpha2 | 6.096 | 1.820 | 3.350 | 0.001 | NA | NA | NA |
| FieldArts & Hum | -0.175 | 0.461 | -0.380 | 0.704 | 0.839 | 0.340 | 2.073 |
| FieldBio & Life | -0.313 | 0.278 | -1.125 | 0.261 | 0.732 | 0.424 | 1.261 |
| FieldEng & Nat | -0.030 | 0.355 | -0.086 | 0.932 | 0.970 | 0.484 | 1.946 |
| PPressxPostdoc | 0.164 | 0.341 | 0.482 | 0.630 | 1.178 | 0.604 | 2.298 |
| PPressxProf | 0.106 | 0.318 | 0.333 | 0.739 | 1.112 | 0.596 | 2.072 |
| PubPress | -0.226 | 0.248 | -0.914 | 0.360 | 0.797 | 0.491 | 1.296 |
| RankPostdoc | 0.174 | 0.296 | 0.586 | 0.558 | 1.189 | 0.665 | 2.126 |
| RankProf | -0.069 | 0.294 | -0.235 | 0.814 | 0.933 | 0.525 | 1.660 |
| ResearchNo | 0.463 | 0.467 | 0.991 | 0.321 | 1.589 | 0.636 | 3.969 |